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Yang J, Liu Y, Li B, Li J, Yan S, Chen H. Cell elasticity measurement and sorting based on microfluidic techniques: Advances and applications. Biosens Bioelectron 2025; 271:116985. [PMID: 39642532 DOI: 10.1016/j.bios.2024.116985] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 06/29/2024] [Revised: 11/18/2024] [Accepted: 11/22/2024] [Indexed: 12/09/2024]
Abstract
Cell elasticity serves as a crucial physical biomarker that reflects changes in cellular structures and physiological states, providing key insights into cell behaviors. It links mechanical properties to biological function, highlighting its importance for understanding cell health and advancing biomedical research. Microfluidic technologies, with their capabilities for precise manipulation and high-throughput analysis, have significantly advanced the measurement of cell elasticity and elasticity-based cell sorting. This paper presents a comprehensive overview of advanced microsystems for assessing cell elasticity, discussing their advantages and limitations. The biomedical applications of elasticity-based sorting are highlighted, including cell classification, clinical diagnosis, drug screening, and stem cell differentiation prediction. The paper addresses the current challenges in the field, such as limited measurement efficiency and scalability, and explores future research directions, including the development of automated, high-throughput systems and the integration of elasticity measurements into practical biomedical applications. These advancements aim to deepen our understanding of cellular mechanics, improve diagnostic precision, and foster the development of novel therapeutic strategies. Ultimately, this work emphasizes the potential of cell elasticity as a key parameter in advancing disease diagnosis and therapeutic research.
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Affiliation(s)
- Jiahuan Yang
- School of Biomedical Engineering and Digital Health, Harbin Institute of Technology (Shenzhen), Shenzhen, China
| | - Yong Liu
- Institute for Advanced Study, Shenzhen University, Shenzhen, 518060, China
| | - Bin Li
- School of Biomedical Engineering and Digital Health, Harbin Institute of Technology (Shenzhen), Shenzhen, China
| | - Jingjing Li
- Graduate School of Biomedical Engineering, University of New South Wales, Sydney, New South Wales, Australia.
| | - Sheng Yan
- Institute for Advanced Study, Shenzhen University, Shenzhen, 518060, China.
| | - Huaying Chen
- School of Biomedical Engineering and Digital Health, Harbin Institute of Technology (Shenzhen), Shenzhen, China.
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2
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Peng H, Chao Z, Wang Z, Hao X, Xi Z, Ma S, Guo X, Zhang J, Zhou Q, Qu G, Gao Y, Luo J, Wang Z, Wang J, Li L. Biomechanics in the tumor microenvironment: from biological functions to potential clinical applications. Exp Hematol Oncol 2025; 14:4. [PMID: 39799341 PMCID: PMC11724500 DOI: 10.1186/s40164-024-00591-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 09/16/2024] [Accepted: 12/10/2024] [Indexed: 01/15/2025] Open
Abstract
Immune checkpoint therapies have spearheaded drug innovation over the last decade, propelling cancer treatments toward a new era of precision therapies. Nonetheless, the challenges of low response rates and prevalent drug resistance underscore the imperative for a deeper understanding of the tumor microenvironment (TME) and the pursuit of novel targets. Recent findings have revealed the profound impacts of biomechanical forces within the tumor microenvironment on immune surveillance and tumor progression in both murine models and clinical settings. Furthermore, the pharmacological or genetic manipulation of mechanical checkpoints, such as PIEZO1, DDR1, YAP/TAZ, and TRPV4, has shown remarkable potential in immune activation and eradication of tumors. In this review, we delved into the underlying biomechanical mechanisms and the resulting intricate biological meaning in the TME, focusing mainly on the extracellular matrix, the stiffness of cancer cells, and immune synapses. We also summarized the methodologies employed for biomechanical research and the potential clinical translation derived from current evidence. This comprehensive review of biomechanics will enhance the understanding of the functional role of biomechanical forces and provide basic knowledge for the discovery of novel therapeutic targets.
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Affiliation(s)
- Hao Peng
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
- The Second Clinical School, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Zheng Chao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Zefeng Wang
- Department of Urology, Renmin Hospital of Wuhan University, Wuhan, 430060, China
| | - Xiaodong Hao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Zirui Xi
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
- The Second Clinical School, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Sheng Ma
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Xiangdong Guo
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Junbiao Zhang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Qiang Zhou
- Department of Urology, Qinghai University Affiliated Hospital, Qinghai University Medical College, Xining, 810001, Qinghai, China
| | - Guanyu Qu
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
- The Second Clinical School, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Yuan Gao
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
- The Second Clinical School, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China
| | - Jing Luo
- Institute of Reproductive Health, Center for Reproductive Medicine, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030, China
| | - Zhihua Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China.
- Taikang Tongji (Wuhan) Hospital, 420060, Wuhan, China.
| | - Jing Wang
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China.
| | - Le Li
- Department of Urology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430300, China.
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Polemidiotou K, Kulkarni SG, Szydlak R, Lekka M, Radmacher M, Gkretsi V, Stylianopoulos T, Stylianou A. Assessing sarcoma cell cytoskeleton remodeling in response to varying collagen concentration. Int J Biol Macromol 2024; 282:136770. [PMID: 39437949 DOI: 10.1016/j.ijbiomac.2024.136770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 07/29/2024] [Revised: 10/18/2024] [Accepted: 10/19/2024] [Indexed: 10/25/2024]
Abstract
Sarcomas, rare malignant tumors of mesenchymal origin, are often underdiagnosed and have face diagnostic ambiguities and limited treatment options. The main objective of this study was to define the nanomechanical and biophysical properties of sarcoma cells, particularly examining how the cytoskeleton's remodeling and related cellular processes such as cell migration and invasion in response to environmental stimuli due to collagen content. Utilizing one murine fibrosarcoma and one osteosarcoma cell line we employed atomic force microscopy, immunostaining, advanced image processing, in vitro cellular assays, and molecular techniques to investigate cells' cytoskeleton remodeling in response to varying collagen concentration. Our study focused on how alterations in collagen content affects the cytoskeletal dynamics and correlate with changes in gene expression profiles relevant to metastasis and an aggressive cancer phenotypes. Our findings indicate that despite their shared classification, fibrosarcoma and osteosarcoma cells display distinct biophysical properties and respond differently to mechanical forces. Notably, this difference in cellular behavior renders mechanical properties a potent novel biomarkers. Furthermore, the metastasis-related identified genes related to metastatic capability, could be potential therapeutic targets. This study highlights the significance of understanding the unique traits of sarcoma cells to improve diagnostic precision and expand therapeutic strategies, for this rare type of cancer.
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Affiliation(s)
- Katerina Polemidiotou
- Cancer Mechanobiology & Applied Biophysics Group, Basic and Translational Cancer Research Center, School of Sciences, European University Cyprus/EUC Research Centre, 2404 Nicosia, Cyprus.
| | - Shruti G Kulkarni
- Institute of Biophysics, University of Bremen, 28359 Bremen, Germany.
| | - Renata Szydlak
- Institute of Nuclear Physics, Polish Academy of Sciences, PL-31342 Krakow, Poland; Department of Bioinformatics and Telemedicine, Jagiellonian University Medical College, PL-30688 Krakow, Poland.
| | - Małgorzata Lekka
- Institute of Nuclear Physics, Polish Academy of Sciences, PL-31342 Krakow, Poland.
| | - Manfred Radmacher
- Institute of Biophysics, University of Bremen, 28359 Bremen, Germany.
| | - Vasiliki Gkretsi
- Cancer Metastasis and Adhesion Group, Basic and Translational Cancer Research Center (BTCRC), European University Cyprus, Nicosia, Cyprus.
| | - Triantafyllos Stylianopoulos
- Cancer Biophysics Laboratory, Department of Mechanical and Manufacturing Engineering, University of Cyprus, 1678 Nicosia, Cyprus.
| | - Andreas Stylianou
- Cancer Mechanobiology & Applied Biophysics Group, Basic and Translational Cancer Research Center, School of Sciences, European University Cyprus/EUC Research Centre, 2404 Nicosia, Cyprus; Cancer Biophysics Laboratory, Department of Mechanical and Manufacturing Engineering, University of Cyprus, 1678 Nicosia, Cyprus.
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Cohen T, Zemmour C, Cohen OT, Benny O. Elongated Particles Show a Preferential Uptake in Invasive Cancer Cells. NANOMATERIALS (BASEL, SWITZERLAND) 2024; 14:1891. [PMID: 39683280 DOI: 10.3390/nano14231891] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 09/19/2024] [Revised: 11/14/2024] [Accepted: 11/22/2024] [Indexed: 12/18/2024]
Abstract
Mechanically driven cellular preference for drug carriers can enhance selectivity in cancer therapy, underscoring the importance of understanding the physical aspects of particle uptake. In this study, it was hypothesized that elongated particles might be preferentially taken up by deformable, aggressive cancer cells compared to normal cells. Two film-stretching methods were tested for 0.8-2.4 μm polystyrene (PS) particles: one based on solubility in organic solvents and the other on heat-induced softening. The heat-induced method produced more homogenous particle batches, with a standard deviation in the particle aspect ratio of 0.42 compared to 0.91 in the solvent-based method. The ability of cells to engulf elongated PS particles versus spherical particles was assessed in two subsets of human melanoma A375 cells. In the more aggressive cancer cell subset (A375+), uptake of elongated PS particles increased by 10% compared to spherical particles. In contrast, the less aggressive subset (A375-) showed a 25% decrease in uptake of elongated particles. This resulted in an uptake ratio between A375+ and A375- that was 1.5 times higher for elongated PS particles than for spherical ones. To further demonstrate relevance to drug delivery, elongated paclitaxel-loaded biodegradable, slow-releasing poly(lactic-co-glycolic) acid (PLGA) particles were synthesized. No significant difference in cytotoxic effect was observed between A375+ and A375- cells treated with spherical drug-loaded particles. However, treatment with ellipsoidal particles led to a significantly enhanced cytotoxic effect in aggressive cells compared to less aggressive cells. These findings present promising directions for tailored cancer drug delivery and demonstrate the importance of particle physical properties in cellular uptake and drug delivery mechanisms.
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Affiliation(s)
- Talya Cohen
- Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112001, Israel
| | - Chalom Zemmour
- Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112001, Israel
| | - Ora T Cohen
- Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112001, Israel
| | - Ofra Benny
- Institute for Drug Research, The School of Pharmacy, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112001, Israel
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5
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Oorloff M, Hruby A, Averbukh M, Alcala A, Dutta N, Minor C, Castro Torres T, Moaddeli D, Vega M, Kim J, Bong A, Coakley AJ, Hicks D, Wang J, Wang T, Hoang S, Tharp KM, Garcia G, Higuchi-Sanabria R. Growth on stiffer substrates impacts animal health and longevity in C. elegans. PLoS One 2024; 19:e0302673. [PMID: 39264947 PMCID: PMC11392421 DOI: 10.1371/journal.pone.0302673] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 04/09/2024] [Accepted: 07/09/2024] [Indexed: 09/14/2024] Open
Abstract
Mechanical stress is a measure of internal resistance exhibited by a body or material when external forces, such as compression, tension, bending, etc. are applied. The study of mechanical stress on health and aging is a continuously growing field, as major changes to the extracellular matrix and cell-to-cell adhesions can result in dramatic changes to tissue stiffness during aging and diseased conditions. For example, during normal aging, many tissues including the ovaries, skin, blood vessels, and heart exhibit increased stiffness, which can result in a significant reduction in function of that organ. As such, numerous model systems have recently emerged to study the impact of mechanical and physical stress on cell and tissue health, including cell-culture conditions with matrigels and other surfaces that alter substrate stiffness and ex vivo tissue models that can apply stress directly to organs like muscle or tendons. Here, we sought to develop a novel method in an in vivo model organism setting to study the impact of altering substrate stiffness on aging by changing the stiffness of solid agar medium used for growth of C. elegans. We found that greater substrate stiffness had limited effects on cellular health, gene expression, organismal health, stress resilience, and longevity. Overall, our study reveals that altering substrate stiffness of growth medium for C. elegans has only mild impact on animal health and longevity; however, these impacts were not nominal and open up important considerations for C. elegans biologists in standardizing agar medium choice for experimental assays.
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Affiliation(s)
- Maria Oorloff
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Adam Hruby
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Maxim Averbukh
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Athena Alcala
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Naibedya Dutta
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Cray Minor
- Cancer Metabolism and Microenvironment Program, Sanford Burnham Prebys, La Jolla, CA, United States of America
| | - Toni Castro Torres
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Darius Moaddeli
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Matthew Vega
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Juri Kim
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Andrew Bong
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Aeowynn J. Coakley
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Daniel Hicks
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Jing Wang
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Tiffany Wang
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Sally Hoang
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Kevin M. Tharp
- Cancer Metabolism and Microenvironment Program, Sanford Burnham Prebys, La Jolla, CA, United States of America
| | - Gilberto Garcia
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
| | - Ryo Higuchi-Sanabria
- Leonard Davis School of Gerontology, University of Southern California, Los Angeles, CA, United States of America
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6
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Connaughton M, Dabagh M. Impact of stroma remodeling on forces experienced by cancer cells and stromal cells within a pancreatic tumor tissue. Biomed Eng Online 2024; 23:88. [PMID: 39210409 PMCID: PMC11363431 DOI: 10.1186/s12938-024-01278-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/23/2023] [Accepted: 08/06/2024] [Indexed: 09/04/2024] Open
Abstract
Remodeling (re-engineering) of a tumor's stroma has been shown to improve the efficacy of anti-tumor therapies, without destroying the stroma. Even though it still remains unclear which stromal component/-s and what characteristics hinder the reach of nanoparticles deep into cancer cells, we hypothesis that mechanisms behind stroma's resistance to the penetration of nanoparticles rely heavily on extrinsic mechanical forces on stromal cells and cancer cells. Our hypothesis has been formulated on the basis of our previous study which has shown that changes in extracellular matrix (ECM) stiffness with tumor growth influence stresses exerted on fibroblasts and cancer cells, and that malignant cancer cells generate higher stresses on their stroma. This study attempts to establish a distinct identification of the components' remodeling on the distribution and magnitude of stress within a tumor tissue which ultimately will impact the resistance of stroma to treatment. In this study, our objective is to construct a three-dimensional in silico model of a pancreas tumor tissue consisting of cancer cells, stromal cells, and ECM to determine how stromal remodeling alters the stresses distribution and magnitude within the pancreas tumor tissue. Our results show that changes in mechanical properties of ECM significantly alter the magnitude and distribution of stresses within the pancreas tumor tissue. Our results revealed that these stresses are more sensitive to ECM properties as we see the stresses reaching to a maximum of 22,000 Pa for softer ECM with Young's modulus of 250 Pa. The stress distribution and magnitude within the pancreas tumor tissue does not show high sensitivity to the changes in mechanical properties of stromal cells surrounding stiffer cancer cells (PANC-1 with Young's modulus of 2400 Pa). However, softer cancer cells (MIA-PaCa-2 with (Young's modulus of 500 Pa) increase the stresses experienced by stiffer stromal cells and for stiffer ECM. By providing a unique platform to dissect and quantify the impact of individual stromal components on the stress distribution within a tumor tissue, this study serves as an important first step in understanding of which stromal components are vital for an efficient remodeling. This knowledge will be leveraged to overcome a tumor's resistance against the penetration of nanoparticles on a per-patient basis.
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Affiliation(s)
- Morgan Connaughton
- Department of Biomedical Engineering, University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, USA
| | - Mahsa Dabagh
- Department of Biomedical Engineering, University of Wisconsin-Milwaukee, Milwaukee, WI, 53211, USA.
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Peng T, Yang S, Lian W, Liu X, Zheng P, Qin X, Liao B, Zhou P, Wang Y, Liu F, Yang Z, Ye Z, Shan H, Liu X, Yu Y, Li R. Cytoskeletal and inter-cellular junction remodelling in endometrial organoids under oxygen-glucose deprivation: a new potential pathological mechanism for thin endometria. Hum Reprod 2024; 39:1778-1793. [PMID: 38915267 DOI: 10.1093/humrep/deae137] [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] [Academic Contribution Register] [Received: 01/03/2024] [Revised: 05/21/2024] [Indexed: 06/26/2024] Open
Abstract
STUDY QUESTION What is the pathological mechanism involved in a thin endometrium, particularly under ischaemic conditions? SUMMARY ANSWER Endometrial dysfunction in patients with thin endometrium primarily results from remodelling in cytoskeletons and cellular junctions of endometrial epithelial cells under ischemic conditions. WHAT IS KNOWN ALREADY A healthy endometrium is essential for successful embryo implantation and subsequent pregnancy; ischemic conditions in a thin endometrium compromise fertility outcomes. STUDY DESIGN, SIZE, DURATION We recruited 10 patients with thin endometrium and 15 patients with healthy endometrium. Doppler ultrasound and immunohistochemical results confirmed the presence of insufficient endometrial blood perfusion in patients with thin endometrium. Organoids were constructed using healthy endometrial tissue and cultured under oxygen-glucose deprivation (OGD) conditions for 24 h. The morphological, transcriptomic, protein expression, and signaling pathway changes in the OGD organoids were observed. These findings were validated in both thin endometrial tissue and healthy endometrial tissue samples. PARTICIPANTS/MATERIALS, SETTING, METHODS Endometrial thickness and blood flow were measured during the late follicular phase using transvaginal Doppler ultrasound. Endometrial tissue was obtained via hysteroscopy. Fresh endometrial tissues were used for the generation and culture of human endometrial organoids. Organoids were cultured in an appropriate medium and subjected to OGD to simulate ischemic conditions. Apoptosis and cell death were assessed using Annexin-V/propidium iodide staining. Immunofluorescence analysis, RNA sequencing, western blotting, simple westerns, immunohistochemistry, and electron microscopy were conducted to evaluate cellular and molecular changes. MAIN RESULTS AND THE ROLE OF CHANCE Patients with thin endometrium showed significantly reduced endometrial thickness and altered blood flow patterns compared to those with healthy endometrium. Immunohistochemical staining revealed fewer CD34-positive blood vessels and glands in the thin endometrium group. Organoids cultured under OGD conditions exhibited significant morphological changes, increased apoptosis, and cell death. RNA-seq identified differentially expressed genes related to cytoskeletal remodeling and stress responses. OGD induced a strong cytoskeletal reorganization, mediated by the RhoA/ROCK signaling pathway. Additionally, electron microscopy indicated compromised epithelial integrity and abnormal cell junctions in thin endometrial tissues. Upregulation of hypoxia markers (HIF-1α and HIF-2α) and activation of the RhoA/ROCK pathway were also observed in thin endometrial tissues, suggesting ischemia and hypoxia as underlying mechanisms. LARGE SCALE DATA none. LIMITATIONS AND REASONS FOR CAUTION The study was conducted in an in vitro model, which may not fully replicate the complexity of in vivo conditions. WIDER IMPLICATIONS OF THE FINDINGS This research provides a new three-dimensional in vitro model of thin endometrium, as well as novel insights into the pathophysiological mechanisms of endometrial ischaemia in thin endometrium, offering potential avenues for identifying therapeutic targets for treating fertility issues related to thin endometrium. STUDY FUNDING/COMPETING INTEREST(S) This study was supported by the National Natural Science Foundation of China (81925013); National Key Research and Development Project of China (2022YFC2702500, 2021YFC2700303, 2021YFC2700601); the Capital Health Research and Development Project (SF2022-1-4092); the National Natural Science Foundation of China (82288102, 81925013, 82225019, 82192873); Special Project on Capital Clinical Diagnosis and Treatment Technology Research and Transformation Application (Z211100002921054); the Frontiers Medical Center, Tianfu Jincheng Laboratory Foundation(TFJC2023010001). The authors declare that no competing interests exist.
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Affiliation(s)
- TianLiu Peng
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Shuo Yang
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Weisi Lian
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Xiaojuan Liu
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
- Clinical Stem Cell Research Center, Peking University Third Hospital, Beijing, China
| | - Ping Zheng
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
- Clinical Stem Cell Research Center, Peking University Third Hospital, Beijing, China
| | - Xunsi Qin
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Baoying Liao
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Ping Zhou
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Yue Wang
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Fenting Liu
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Zi Yang
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Zhenhong Ye
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Hongying Shan
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Xiyao Liu
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
| | - Yang Yu
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
- Clinical Stem Cell Research Center, Peking University Third Hospital, Beijing, China
| | - Rong Li
- Department of Obstetrics and Gynecology, State Key Laboratory of Female Fertility Promotion, Center for Reproductive Medicine, Peking University Third Hospital, Beijing, China
- National Clinical Research Center for Obstetrics and Gynecology, Peking University Third Hospital, Beijing, China
- Ministry of Education, Key Laboratory of Assisted Reproduction (Peking University), Beijing, China
- Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing, China
- National Clinical Key Specialty Construction Program, Beijing, China
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8
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Radman BA, Alhameed AMM, Shu G, Yin G, Wang M. Cellular elasticity in cancer: a review of altered biomechanical features. J Mater Chem B 2024; 12:5299-5324. [PMID: 38742281 DOI: 10.1039/d4tb00328d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 05/16/2024]
Abstract
A large number of studies have shown that changes in biomechanical characteristics are an important indicator of tumor transformation in normal cells. Elastic deformation is one of the more studied biomechanical features of tumor cells, which plays an important role in tumourigenesis and development. Altered cell elasticity often brings many indications. This manuscript reviews the effects of altered cellular elasticity on cell characteristics, including adhesion viscosity, migration, proliferation, and differentiation elasticity and stiffness. Also, the physical factors that may affect cell elasticity, such as temperature, cell height, cell-viscosity, and aging, are summarized. Then, the effects of cell-matrix, cytoskeleton, in vitro culture medium, and cell-substrate with different three-dimensional structures on cell elasticity during cell tumorigenesis are outlined. Importantly, we summarize the current signaling pathways that may affect cellular elasticity, as well as tests for cellular elastic deformation. Finally, we summarize current hybrid materials: polymer-polymer, protein-protein, and protein-polymer hybrids, also, nano-delivery strategies that target cellular resilience and cases that are at least in clinical phase 1 trials. Overall, the behavior of cancer cell elasticity is modulated by biological, chemical, and physical changes, which in turn have the potential to alter cellular elasticity, and this may be an encouraging prediction for the future discovery of cancer therapies.
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Affiliation(s)
- Bakeel A Radman
- Department of Pathology, Xiangya Hospital, School of Basic Medical Sciences, Central South University, Changsha, China.
- Department of Biology, College of Science and Education, Albaydha University, Yemen
| | | | - Guang Shu
- Department of Histology and Embryology, School of Basic Medical Sciences, Central South University, Changsha, 410013, China
- China-Africa Research Center of Infectious Diseases, School of Basic Medical Sciences, Central South University, Changsha, 410013, China
| | - Gang Yin
- Department of Pathology, Xiangya Hospital, School of Basic Medical Sciences, Central South University, Changsha, China.
| | - Maonan Wang
- Department of Pathology, Xiangya Hospital, School of Basic Medical Sciences, Central South University, Changsha, China.
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9
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Apa L, Martire MV, Carraro S, Cosentino M, Del Prete Z, Peruzzi B, Rizzuto E. Development of an Optical System for Strain Drop Measurement of Osteosarcoma Cells on Substrates with Different Stiffness. SENSORS (BASEL, SWITZERLAND) 2024; 24:3383. [PMID: 38894171 PMCID: PMC11175146 DOI: 10.3390/s24113383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 03/12/2024] [Revised: 05/09/2024] [Accepted: 05/20/2024] [Indexed: 06/21/2024]
Abstract
Adherent cells perceive mechanical feedback from the underlying matrix and convert it into biochemical signals through a process known as mechanotransduction. The response to changes in the microenvironment relies on the cell's mechanical properties, including elasticity, which was recently identified as a biomarker for various diseases. Here, we propose the design, development, and characterization of a new system for the measurement of adherent cells' strain drop, a parameter correlated with cells' elasticity. To consider the interplay between adherent cells and the host extracellular matrix, cell stretching was combined with adhesion on substrates with different stiffnesses. The technique is based on the linear stretching of silicone chambers, high-speed image acquisition, and feedback for image centering. The system was characterized in terms of the strain homogeneity, impact of collagen coating, centering capability, and sensitivity. Subsequently, it was employed to measure the strain drop of two osteosarcoma cell lines, low-aggressive osteoblast-like SaOS-2 and high-aggressive 143B, cultured on two different substrates to recall the stiffness of the bone and lung extracellular matrices. Results demonstrated good substrate homogeneity, a negligible effect of the collagen coating, and an accurate image centering. Finally, the experimental results showed an average strain drop that was lower in the 143B cells in comparison with the SaOS-2 cells in all the tested conditions.
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Affiliation(s)
- Ludovica Apa
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy; (L.A.); (M.V.M.); (S.C.); (Z.D.P.)
| | - Maria Vittoria Martire
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy; (L.A.); (M.V.M.); (S.C.); (Z.D.P.)
| | - Serena Carraro
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy; (L.A.); (M.V.M.); (S.C.); (Z.D.P.)
| | - Marianna Cosentino
- DAHFMO-Unit of Histology and Medical Embryology, Sapienza University of Rome, 00161 Rome, Italy;
| | - Zaccaria Del Prete
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy; (L.A.); (M.V.M.); (S.C.); (Z.D.P.)
| | - Barbara Peruzzi
- Bone Physiopathology Research Unit, Bambino Gesù Children’s Hospital, IRCCS, 00146 Rome, Italy;
| | - Emanuele Rizzuto
- Department of Mechanical and Aerospace Engineering, Sapienza University of Rome, 00184 Rome, Italy; (L.A.); (M.V.M.); (S.C.); (Z.D.P.)
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10
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Connaughton M, Dabagh M. Modeling Physical Forces Experienced by Cancer and Stromal Cells Within Different Organ-Specific Tumor Tissue. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE 2024; 12:413-434. [PMID: 38765886 PMCID: PMC11100865 DOI: 10.1109/jtehm.2024.3388561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Academic Contribution Register] [Received: 12/15/2023] [Revised: 03/07/2024] [Accepted: 04/10/2024] [Indexed: 05/22/2024]
Abstract
Mechanical force exerted on cancer cells by their microenvironment have been reported to drive cells toward invasive phenotypes by altering cells' motility, proliferation, and apoptosis. These mechanical forces include compressive, tensile, hydrostatic, and shear forces. The importance of forces is then hypothesized to be an alteration of cancer cells' and their microenvironment's biophysical properties as the indicator of a tumor's malignancy state. Our objective is to investigate and quantify the correlation between a tumor's malignancy state and forces experienced by the cancer cells and components of the microenvironment. In this study, we have developed a multicomponent, three-dimensional model of tumor tissue consisting of a cancer cell surrounded by fibroblasts and extracellular matrix (ECM). Our results on three different organs including breast, kidney, and pancreas show that: A) the stresses within tumor tissue are impacted by the organ specific ECM's biophysical properties, B) more invasive cancer cells experience higher stresses, C) in pancreas which has a softer ECM (Young modulus of 1.0 kPa) and stiffer cancer cells (Young modulus of 2.4 kPa and 1.7 kPa) than breast and kidney, cancer cells experienced significantly higher stresses, D) cancer cells in contact with ECM experienced higher stresses compared to cells surrounded by fibroblasts but the area of tumor stroma experiencing high stresses has a maximum length of 40 μm when the cancer cell is surrounded by fibroblasts and 12 μm for when the cancer cell is in vicinity of ECM. This study serves as an important first step in understanding of how the stresses experienced by cancer cells, fibroblasts, and ECM are associated with malignancy states of cancer cells in different organs. The quantification of forces exerted on cancer cells by different organ-specific ECM and at different stages of malignancy will help, first to develop theranostic strategies, second to predict accurately which tumors will become highly malignant, and third to establish accurate criteria controlling the progression of cancer cells malignancy. Furthermore, our in silico model of tumor tissue can yield critical, useful information for guiding ex vivo or in vitro experiments, narrowing down variables to be investigated, understanding what factors could be impacting cancer treatments or even biomarkers to be looking for.
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Affiliation(s)
- Morgan Connaughton
- Department of Biomedical EngineeringUniversity of Wisconsin-MilwaukeeMilwaukeeWI53211USA
| | - Mahsa Dabagh
- Department of Biomedical EngineeringUniversity of Wisconsin-MilwaukeeMilwaukeeWI53211USA
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11
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Coker ZN, Troyanova-Wood M, Steelman ZA, Ibey BL, Bixler JN, Scully MO, Yakovlev VV. Brillouin microscopy monitors rapid responses in subcellular compartments. PHOTONIX 2024; 5:9. [PMID: 38618142 PMCID: PMC11006764 DOI: 10.1186/s43074-024-00123-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Academic Contribution Register] [Received: 09/08/2023] [Revised: 02/12/2024] [Accepted: 03/11/2024] [Indexed: 04/16/2024]
Abstract
Measurements and imaging of the mechanical response of biological cells are critical for understanding the mechanisms of many diseases, and for fundamental studies of energy, signal and force transduction. The recent emergence of Brillouin microscopy as a powerful non-contact, label-free way to non-invasively and non-destructively assess local viscoelastic properties provides an opportunity to expand the scope of biomechanical research to the sub-cellular level. Brillouin spectroscopy has recently been validated through static measurements of cell viscoelastic properties, however, fast (sub-second) measurements of sub-cellular cytomechanical changes have yet to be reported. In this report, we utilize a custom multimodal spectroscopy system to monitor for the very first time the rapid viscoelastic response of cells and subcellular structures to a short-duration electrical impulse. The cytomechanical response of three subcellular structures - cytoplasm, nucleoplasm, and nucleoli - were monitored, showing distinct mechanical changes despite an identical stimulus. Through this pioneering transformative study, we demonstrate the capability of Brillouin spectroscopy to measure rapid, real-time biomechanical changes within distinct subcellular compartments. Our results support the promising future of Brillouin spectroscopy within the broad scope of cellular biomechanics.
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Affiliation(s)
- Zachary N. Coker
- Department of Physics & Astronomy, Texas A&M University, 4242 TAMU, College Station, TX 77843 USA
- SAIC, Fort Sam Houston, TX 78234 USA
| | | | - Zachary A. Steelman
- Air Force Research Laboratory, JBSA Fort Sam Houston, Fort Sam Houston, TX 78234 USA
| | - Bennett L. Ibey
- Air Force Research Laboratory, JBSA Fort Sam Houston, Fort Sam Houston, TX 78234 USA
| | - Joel N. Bixler
- Air Force Research Laboratory, JBSA Fort Sam Houston, Fort Sam Houston, TX 78234 USA
| | - Marlan O. Scully
- Department of Physics & Astronomy, Texas A&M University, 4242 TAMU, College Station, TX 77843 USA
- Institute for Quantum Science and Engineering, Texas A&M University, College Station, TX 77843 USA
| | - Vladislav V. Yakovlev
- Department of Physics & Astronomy, Texas A&M University, 4242 TAMU, College Station, TX 77843 USA
- Institute for Quantum Science and Engineering, Texas A&M University, College Station, TX 77843 USA
- Department of Biomedical Engineering, Texas A&M University, 3120 TAMU, 101 Bizzell Street, College Station, TX 77843 USA
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12
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Tajvidi Safa B, Huang C, Kabla A, Yang R. Active viscoelastic models for cell and tissue mechanics. ROYAL SOCIETY OPEN SCIENCE 2024; 11:231074. [PMID: 38660600 PMCID: PMC11040246 DOI: 10.1098/rsos.231074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Academic Contribution Register] [Received: 07/24/2023] [Revised: 02/01/2024] [Accepted: 02/25/2024] [Indexed: 04/26/2024]
Abstract
Living cells are out of equilibrium active materials. Cell-generated forces are transmitted across the cytoskeleton network and to the extracellular environment. These active force interactions shape cellular mechanical behaviour, trigger mechano-sensing, regulate cell adaptation to the microenvironment and can affect disease outcomes. In recent years, the mechanobiology community has witnessed the emergence of many experimental and theoretical approaches to study cells as mechanically active materials. In this review, we highlight recent advancements in incorporating active characteristics of cellular behaviour at different length scales into classic viscoelastic models by either adding an active tension-generating element or adjusting the resting length of an elastic element in the model. Summarizing the two groups of approaches, we will review the formulation and application of these models to understand cellular adaptation mechanisms in response to various types of mechanical stimuli, such as the effect of extracellular matrix properties and external loadings or deformations.
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Affiliation(s)
- Bahareh Tajvidi Safa
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE68588, USA
| | - Changjin Huang
- School of Mechanical & Aerospace Engineering, Nanyang Technological University, Singapore639798, Singapore
| | - Alexandre Kabla
- Department of Engineering, University of Cambridge, CambridgeCB2 1PZ, UK
| | - Ruiguo Yang
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE68588, USA
- Department of Biomedical Engineering, Michigan State University, East Lansing, MI48824, USA
- Institute for Quantitative Health Science and Engineering (IQ), Michigan State University, East Lansing, MI48824, USA
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13
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Rezaei I, Sadeghi A. The effects of cetuximab and cisplatin anti-cancer drugs on the mechanical properties of the lung cancerous cells using atomic force microscope. Biochem Cell Biol 2023; 101:531-537. [PMID: 37437307 DOI: 10.1139/bcb-2022-0322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 07/14/2023] Open
Abstract
Each anti-cancer drug has special effects on the target cells. One of the most important reasons to recommend an anti-cancer drug is related to the influences of it on the mechanical properties of the target cells. In this study, the effects of cetuximab and cisplatin anti-cancer drugs on the mechanical properties of A-549 and Calu-6 cells as the cancerous lung cells have been investigated. For both of the cells and anti-cancer drugs, MTT assessment has been used to define the convenient dosages for 24 and 48 h incubations based on IC50 concentration for the cell line viability. The mechanical specifications of the cells before and after treatment were obtained using nanoindentation by the JPK Instruments' NanoWizard3 atomic force microscope. The results show that cetuximab increases the stiffness of A-549 cell from 1225 to 3403 and 12 690 Pa for 24 and 48 h incubations. The influence of cetuximab on the Calu-6 shows that the elastic modulus after 24 and 48 h culture times increases about cisplatin anti-cancer drug, for A-549 cell indicates that the elastic modulus rises from 1225 to 1506 and 2375 Pa for 24 and 48 h, respectively. For Calu-6 cell, cisplatin has an important role to increase the stiffness of the cell. Applying cisplatin increases the elastic modulus from 33 to 682.8 Pa for 24 h and 1105 Pa after 48 h incubations.
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Affiliation(s)
- Iraj Rezaei
- Renewable Energy Research Center, Damavand Branch, Islamic Azad University, Damavand, Iran
| | - Ali Sadeghi
- Renewable Energy Research Center, Damavand Branch, Islamic Azad University, Damavand, Iran
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14
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Starodubtseva MN, Shkliarava NM, Chelnokova IA, Villalba MI, Krylov AY, Nadyrov EA, Kasas S. Mechanical Properties and Nanomotion of BT-20 and ZR-75 Breast Cancer Cells Studied by Atomic Force Microscopy and Optical Nanomotion Detection Method. Cells 2023; 12:2362. [PMID: 37830577 PMCID: PMC10572077 DOI: 10.3390/cells12192362] [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] [Academic Contribution Register] [Received: 08/25/2023] [Revised: 09/22/2023] [Accepted: 09/23/2023] [Indexed: 10/14/2023] Open
Abstract
Cells of two molecular genetic types of breast cancer-hormone-dependent breast cancer (ZR-75 cell line) and triple-negative breast cancer (BT-20 cell line)-were studied using atomic force microscopy and an optical nanomotion detection method. Using the Peak Force QNM and Force Volume AFM modes, we revealed the unique patterns of the dependence of Young's modulus on the indentation depth for two cancer cell lines that correlate with the features of the spatial organization of the actin cytoskeleton. Within a 200-300 nm layer just under the cell membrane, BT-20 cells are stiffer than ZR-75 cells, whereas in deeper cell regions, Young's modulus of ZR-75 cells exceeds that of BT-20 cells. Two cancer cell lines also displayed a difference in cell nanomotion dynamics upon exposure to cytochalasin D, a potent actin polymerization inhibitor. The drug strongly modified the nanomotion pattern of BT-20 cells, whereas it had almost no effect on the ZR-75 cells. We are confident that nanomotion monitoring and measurement of the stiffness of cancer cells at various indentation depths deserve further studies to obtain effective predictive parameters for use in clinical practice.
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Affiliation(s)
- Maria N. Starodubtseva
- Department of Medical and Biological Physics, Gomel State Medical University, 246000 Gomel, Belarus
- Laboratory of the Stability of Biological Systems, Radiobiology Institute of NAS of Belarus, 246007 Gomel, Belarus; (N.M.S.); (I.A.C.)
| | - Nastassia M. Shkliarava
- Laboratory of the Stability of Biological Systems, Radiobiology Institute of NAS of Belarus, 246007 Gomel, Belarus; (N.M.S.); (I.A.C.)
| | - Irina A. Chelnokova
- Laboratory of the Stability of Biological Systems, Radiobiology Institute of NAS of Belarus, 246007 Gomel, Belarus; (N.M.S.); (I.A.C.)
| | - María I. Villalba
- Laboratory of Biological Electron Microscopy, Ecole Polytechnique Fédérale de Lausanne (EPFL), University of Lausanne (UNIL), 1015 Lausanne, Switzerland; (M.I.V.); (S.K.)
- Centre Universitaire Romand de Médecine Légale, UFAM, University of Lausanne, 1015 Lausanne, Switzerland
| | - Andrei Yu. Krylov
- Department of Forensic Medicine, Institute of Further Training and Retraining of the Personnel, State Forensic Examination Committee of the Republic of Belarus, 220033 Minsk, Belarus;
| | - Eldar A. Nadyrov
- Department of Histology, Cytology and Embryology, Gomel State Medical University, 246000 Gomel, Belarus;
| | - Sandor Kasas
- Laboratory of Biological Electron Microscopy, Ecole Polytechnique Fédérale de Lausanne (EPFL), University of Lausanne (UNIL), 1015 Lausanne, Switzerland; (M.I.V.); (S.K.)
- Centre Universitaire Romand de Médecine Légale, UFAM, University of Lausanne, 1015 Lausanne, Switzerland
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15
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Hardiman W, Clark M, Friel C, Huett A, Pérez-Cota F, Setchfield K, Wright AJ, Tassieri M. Living cells as a biological analog of optical tweezers - a non-invasive microrheology approach. Acta Biomater 2023; 166:317-325. [PMID: 37137402 DOI: 10.1016/j.actbio.2023.04.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/22/2022] [Revised: 04/14/2023] [Accepted: 04/25/2023] [Indexed: 05/05/2023]
Abstract
Microrheology, the study of fluids on micron length-scales, promises to reveal insights into cellular biology, including mechanical biomarkers of disease and the interplay between biomechanics and cellular function. Here a minimally-invasive passive microrheology technique is applied to individual living cells by chemically binding a bead to the surface of a cell, and observing the mean squared displacement of the bead at timescales ranging from milliseconds to 100s of seconds. Measurements are repeated over the course of hours, and presented alongside analysis to quantify changes in the cells' low-frequency elastic modulus, G0', and the cell's dynamics over the time window ∼10-2 s to 10 s. An analogy to optical trapping allows verification of the invariant viscosity of HeLa S3 cells under control conditions and after cytoskeletal disruption. Stiffening of the cell is observed during cytoskeletal rearrangement in the control case, and cell softening when the actin cytoskeleton is disrupted by Latrunculin B. These data correlate with conventional understanding that integrin binding and recruitment triggers cytoskeletal rearrangement. This is, to our knowledge, the first time that cell stiffening has been measured during focal adhesion maturation, and the longest time over which such stiffening has been quantified by any means. STATEMENT OF SIGNIFICANCE: Here, we present an approach for studying mechanical properties of live cells without applying external forces or inserting tracers. Regulation of cellular biomechanics is crucial to healthy cell function. For the first time in literature, we can non-invasively and passively quantify cell mechanics during interactions with functionalised surface. Our method can monitor the maturation of adhesion sites on the surface of individual live cells without disrupting the cell mechanics by applying forces to the cell. We observe a stiffening response in cells over tens of minutes after a bead chemically binds. This stiffening reduces the deformation rate of the cytoskeleton, although the internal force generation increases. Our method has potential for applications to study mechanics during cell-surface and cell-vesicle interactions.
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Affiliation(s)
- William Hardiman
- Optics and Photonics Research Group, Faculty of Engineering, University of Nottingham, Nottingham NG7 2RD, UK.
| | - Matt Clark
- Optics and Photonics Research Group, Faculty of Engineering, University of Nottingham, Nottingham NG7 2RD, UK
| | - Claire Friel
- School of Life Sciences, University of Nottingham, Medical School, QMC, Nottingham NG7 2UH, UK
| | - Alan Huett
- School of Life Sciences, University of Nottingham, Medical School, QMC, Nottingham NG7 2UH, UK
| | - Fernando Pérez-Cota
- Optics and Photonics Research Group, Faculty of Engineering, University of Nottingham, Nottingham NG7 2RD, UK
| | - Kerry Setchfield
- Optics and Photonics Research Group, Faculty of Engineering, University of Nottingham, Nottingham NG7 2RD, UK
| | - Amanda J Wright
- Optics and Photonics Research Group, Faculty of Engineering, University of Nottingham, Nottingham NG7 2RD, UK.
| | - Manlio Tassieri
- Division of Biomedical Engineering, James Watt School of Engineering, University of Glasgow, Glasgow, G12 8LT, UK.
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16
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Zhu X, Qin R, Qu K, Wang Z, Zhao X, Xu W. Atomic force microscopy-based assessment of multimechanical cellular properties for classification of graded bladder cancer cells and cancer early diagnosis using machine learning analysis. Acta Biomater 2023; 158:358-373. [PMID: 36581006 DOI: 10.1016/j.actbio.2022.12.035] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 06/14/2022] [Revised: 12/10/2022] [Accepted: 12/15/2022] [Indexed: 12/28/2022]
Abstract
Cellular mechanical properties (CMPs) have been frequently reported as biomarkers for cell cancerization to assist objective cytology, compared to the current subjective method dependent on cytomorphology. However, single or dual CMPs cannot always successfully distinguish every kind of malignant cell from its benign counterpart. In this work, we extract 4 CMPs of four different graded bladder cancer (BC) cell lines by AFM (atomic force microscopy)-based nanoindentation to generate a CMP database, which is used to train a cancerization-grade classifier by machine learning. The classifier is tested on 4 categories of BC cells at different cancer grades. The classification shows split-independent robustness and an accuracy of 91.25% with an AUC-ROC (ROC stands for receiver operating characteristic, and ROC curve is a graphical plot which illustrates the performance of a binary classifier system as its discrimination threshold is varied) value of 97.98%. Finally, we also compare our proposed method with traditional invasive diagnosis and noninvasive cancer diagnosis relying on cytomorphology, in terms of accuracy, sensitivity and specificity. Unlike former studies focusing on the discrimination between normal and cancerous cells, our study fulfills the classification of 4 graded cell lines at different cancerization stages, and thus provides a potential method for early detection of cancerization. STATEMENT OF SIGNIFICANCE: We measured four cellular mechanical properties (CMPs) of 4 graded bladder cancer (BC) cell lines using AFM (atomic force microscopy). We found that single or dual CMPs cannot fulfill the task of BC cell classification. Instead, we employ MLA (Machine Learning Algorithm)-based analysis whose inputs are BC CMPs. Compared with traditional cytomorphology-based prognoses, the non-invasive method proposed in this study has higher accuracy but with many fewer cellular properties as inputs. The proposed non-invasive prognosis is characterized with high sensitivity and specificity, and thus provides a potential tumor-grading means to identify cancer cells with different metastatic potential. Moreover, our study proposes an objective grading method based on quantitative characteristics desirable for avoiding misdiagnosis induced by ambiguous subjectivity.
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Affiliation(s)
- Xinyao Zhu
- Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300350, China.
| | - Rui Qin
- Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300350, China
| | - Kaige Qu
- International Research Centre for Nano Handling and Manufacturing of China, Changchun University of Science and Technology, Changchun 130022, China; JR3CN & IRAC, University of Bedfordshire, Luton LU1 3JU, UK
| | - Zuobin Wang
- International Research Centre for Nano Handling and Manufacturing of China, Changchun University of Science and Technology, Changchun 130022, China; JR3CN & IRAC, University of Bedfordshire, Luton LU1 3JU, UK
| | - Xuexia Zhao
- College of Mechanical and Vehicle Engineering, Taiyuan University of Technology, Taiyuan 030000, China
| | - Wei Xu
- Faculty of Engineering and Physical Sciences, University of Surrey, Guilford GU2 7XH, UK
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17
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Murashko AV, Frolova AA, Akovantseva AA, Kotova SL, Timashev PS, Efremov YM. The cell softening as a universal indicator of cell damage during cytotoxic effects. Biochim Biophys Acta Gen Subj 2023; 1867:130348. [PMID: 36977439 DOI: 10.1016/j.bbagen.2023.130348] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/04/2022] [Revised: 03/03/2023] [Accepted: 03/20/2023] [Indexed: 03/28/2023]
Abstract
Cytotoxicity assays are essential tests in studies on the safety and biocompatibility of various substances and on the efficiency of anticancer drugs. The most frequently used assays commonly require application of externally added labels and read only collective response of cells. Recent studies show that the internal biophysical parameters of cells can be associated with the cellular damage. Therefore, using atomic force microscopy, we assessed the changes in the viscoelastic parameters of cells treated with eight different common cytotoxic agents to gain a more systematic view of the occurring mechanical changes. With the robust statistical analysis to account for both the cell-level variability and the experimental reproducibility, we have found that cell softening is a common response after each treatment. More precisely, the combined changes in the viscoelastic parameters of power-law rheology model led to a significant decrease of the apparent elastic modulus. The comparison with the morphological parameters (cytoskeleton and cell shape) demonstrated a higher sensitivity of the mechanical parameters versus the morphological ones. The obtained results support the idea of cell mechanics-based cytotoxicity tests and suggest a common way of a cell responding to damaging actions by softening.
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18
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Mirzaluo M, Fereiduni F, Taheri M, Modabberifar M. Experimental extraction of Young's modulus of MCF-7 tissue using atomic force microscopy and the spherical contact models. EUROPEAN BIOPHYSICS JOURNAL : EBJ 2023; 52:81-90. [PMID: 36928920 DOI: 10.1007/s00249-023-01642-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Academic Contribution Register] [Received: 08/01/2022] [Revised: 12/06/2022] [Accepted: 02/28/2023] [Indexed: 03/18/2023]
Abstract
The study of mechanical properties of tissues can be considered as biomarkers for early detection of cancer and help in new treatments. In this study, the Young's modulus of MCF-7 breast cancer tissue was extracted using atomic force microscopy (AFM) by measuring the interaction force of the sample and performing a simulation. The force-indentation depth diagram was plotted by averaging the experimental results. In this paper, the modulus of elasticity of breast cancer tissue has been extracted with complex models such as DMT, MD, BCP, and SUN. By comparing the experimental and theoretical results and by changing the amount of hypothetical Young's modulus in the spherical contact models, the Young's modulus of the cancer tissue is considered to be between 300 and 400 Pa. The geometry of the cell was also assumed to be spherical according to the images obtained by atomic force microscopy.
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Affiliation(s)
- Mahdi Mirzaluo
- Department of Mechanical Engineering, Faculty of Engineering, Arak University, Arak, 38156-88349, Iran
| | - Fateme Fereiduni
- Department of Mechanical Engineering, Faculty of Engineering, Arak University, Arak, 38156-88349, Iran
| | - Moein Taheri
- Department of Mechanical Engineering, Faculty of Engineering, Arak University, Arak, 38156-88349, Iran
| | - Mehdi Modabberifar
- Department of Mechanical Engineering, Faculty of Engineering, Arak University, Arak, 38156-88349, Iran.
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19
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Linh NH, Man VH, Li MS, Wang J, Derreumaux P, Mai TL, Nguyen PH. Molecular dynamics simulation of cancer cell membrane perforated by shockwave induced bubble collapse. J Chem Phys 2022; 157:225102. [PMID: 36546791 DOI: 10.1063/5.0105675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 12/03/2022] Open
Abstract
It has been widely accepted that cancer cells are softer than their normal counterparts. This motivates us to propose, as a proof-of-concept, a method for the efficient delivery of therapeutic agents into cancer cells, while normal cells are less affected. The basic idea of this method is to use a water jet generated by the collapse of the bubble under shockwaves to perforate pores in the cell membrane. Given a combination of shockwave and bubble parameters, the cancer membrane is more susceptible to bending, stretching, and perforating than the normal membrane because the bending modulus of the cancer cell membrane is smaller than that of the normal cell membrane. Therefore, the therapeutic agent delivery into cancer cells is easier than in normal cells. Adopting two well-studied models of the normal and cancer membranes, we perform shockwave induced bubble collapse molecular dynamics simulations to investigate the difference in the response of two membranes over a range of shockwave impulse 15-30 mPa s and bubble diameter 4-10 nm. The simulation shows that the presence of bubbles is essential for generating a water jet, which is required for perforation; otherwise, pores are not formed. Given a set of shockwave impulse and bubble parameters, the pore area in the cancer membrane is always larger than that in the normal membrane. However, a too strong shockwave and/or too large bubble results in too fast disruption of membranes, and pore areas are similar between two membrane types. The pore closure time in the cancer membrane is slower than that in the normal membrane. The implications of our results for applications in real cells are discussed in some details. Our simulation may be useful for encouraging future experimental work on novel approaches for cancer treatment.
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Affiliation(s)
- Nguyen Hoang Linh
- Institute for Computational Science and Technology, SBI Building, Quang Trung Software City, Tan Chanh Hiep Ward, District 12, Ho Chi Minh City, Vietnam
| | - Viet Hoang Man
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
| | - Mai Suan Li
- Institute for Computational Science and Technology, SBI Building, Quang Trung Software City, Tan Chanh Hiep Ward, District 12, Ho Chi Minh City, Vietnam
| | - Junmei Wang
- Department of Pharmaceutical Sciences, School of Pharmacy, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
| | | | - Thi Ly Mai
- CNRS, Université Paris Cité, UPR 9080, Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Fondation Edmond de Rothschild, 13 rue Pierre et Marie Curie, 75005 Paris, France
| | - Phuong H Nguyen
- CNRS, Université Paris Cité, UPR 9080, Laboratoire de Biochimie Théorique, Institut de Biologie Physico-Chimique, Fondation Edmond de Rothschild, 13 rue Pierre et Marie Curie, 75005 Paris, France
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20
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Building a tissue: mesenchymal and epithelial cell spheroids' mechanical properties at micro- and nanoscale. Acta Biomater 2022:S1742-7061(22)00621-3. [PMID: 36167239 DOI: 10.1016/j.actbio.2022.09.051] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 03/31/2022] [Revised: 09/09/2022] [Accepted: 09/19/2022] [Indexed: 11/21/2022]
Abstract
Cell transitions between the epithelial and mesenchymal phenotypes provide the regulated morphogenesis and regeneration throughout the ontogenesis. The tissue mechanics and mechanotransduction play an essential role in these processes. Cell spheroids reproduce the cell density of native tissues and represent simple building blocks for the tissue engineering purposes. The mechanical properties of mesenchymal and epithelial cells have been extensively studied in 2D monolayer cultures, but have not been sufficiently compared in spheroids. Here, we have simultaneously applied several techniques to assess the mechanical parameters of such spheroids. The local surface mechanical properties were measured by AFM, and the bulk properties were analyzed with parallel-plate compression, as well as by observing cut opening after microdissection. The comparison of the collected data allowed us to apply the model of a solid body with surface tension, and estimate the parameters of this model. We found an expectedly higher surface tension in mesenchymal spheroids, as well as a higher bulk modulus and relaxation time. The two latter parameters agree with the bulk poroelastic behavior of spheroids, and with the higher cell density and extracellular matrix content in mesenchymal spheroids. The higher tension of the surface layer cells in mesenchymal cell spheroids was also confirmed by the viscoelastic AFM characterization. The cell phenotype affected the self-organization during the spheroid formation, as well as the structure, biomechanical properties, and spreading of spheroids. The obtained results will contribute to a more detailed description of spheroid and tissue biomechanics, and will help in controlling the tissue regeneration and morphogenesis. STATEMENT OF SIGNIFICANCE: Spheroids are widely used as building blocks for scaffold-based and scaffold-free strategies in tissue engineering. In the majority of the past studies, either the concept of a solid body or a liquid with surface tension was used to describe the biomechanical behavior of spheroids. Here, we have used a model which combines both aspects, a solid body with surface tension. The "solid" aspect was described as a visco-poroelastic material, affected by the liquid redistribution through the cells and ECM at the scale of the whole spheroid. A higher surface tension was found for mesenchymal spheroids than that for epithelial spheroids, observed as a higher stiffness of the spheroid surface, as well as a larger spontaneous opening of the cut edges after microdissection.
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21
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Jiang K, Wen X, Pettersson T, Crouzier T. Engineering Surfaces with Immune Modulating Properties of Mucin Hydrogels. ACS APPLIED MATERIALS & INTERFACES 2022; 14:39727-39735. [PMID: 36000701 PMCID: PMC9460428 DOI: 10.1021/acsami.1c19250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Academic Contribution Register] [Received: 10/06/2021] [Accepted: 08/05/2022] [Indexed: 06/15/2023]
Abstract
Hydrogels of cross-linked mucin glycoproteins (Muc-gel) have shown strong immune-modulating properties toward macrophages in vitro, which are translated in vivo by the dampening of the foreign body response to implantation in mice. Beyond mucin hydrogels, other biomaterials such as sensors, electrodes, and other long-term implants would also benefit from such immune-modulating properties. In this work, we aimed to transfer the bioactivity observed for three-dimensional Muc-gels to the surface of two model materials by immobilizing mucin into thin films (Muc-film) using covalent layer-by-layer assembly. We tested how the surface immobilization of mucins affects macrophage responses compared to Muc-gels. We showed that Muc-films on soft polyacrylamide gels mimic Muc-gel in their modulation of macrophage responses with activated gene expression of inflammatory cytokines on day 1 and then dampening them on day 3. Also, the markers of polarized macrophages, M1 and M2, were expressed at the same level for macrophages on Muc-film-coated soft polyacrylamide gels and Muc-gel. In contrast, Muc-film-coated hard polystyrene led to a different macrophage response compared to Muc-gel, having no activated expression of inflammatory cytokines and a different M1 marker expression. This suggested that the substrate mechanical properties and mucin molecular configuration determined by substrate-mucin interactions affect mucin immune-modulating properties. We conclude that mucin immune-modulating properties can be transferred to materials by mucin surface immobilization but will be dependent on the substrate chemical and mechanical properties.
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Affiliation(s)
- Kun Jiang
- Division
of Glycoscience, Department of Chemistry, School of Engineering Sciences
in Chemistry, Biotechnology and Health, KTH, Royal Institute of Technology, AlbaNova University Center, Stockholm 106 91, Sweden
- AIMES
- Center for the Advancement of Integrated Medical and Engineering
Sciences at Karolinska Institutet and KTH
Royal Institute of Technology, Stockholm SE-100 44, Sweden
- Department
of Neuroscience, Karolinska Institutet, Stockholm SE-171 77, Sweden
| | - Xueyu Wen
- Division
of Glycoscience, Department of Chemistry, School of Engineering Sciences
in Chemistry, Biotechnology and Health, KTH, Royal Institute of Technology, AlbaNova University Center, Stockholm 106 91, Sweden
| | - Torbjörn Pettersson
- Division
of Fibre Technology, Department of Fibre and Polymer Technology, School
of Engineering Sciences in Chemistry, Biotechnology and Health, KTH Royal Institute of Technology, Stockholm SE-100 44, Sweden
| | - Thomas Crouzier
- Division
of Glycoscience, Department of Chemistry, School of Engineering Sciences
in Chemistry, Biotechnology and Health, KTH, Royal Institute of Technology, AlbaNova University Center, Stockholm 106 91, Sweden
- AIMES
- Center for the Advancement of Integrated Medical and Engineering
Sciences at Karolinska Institutet and KTH
Royal Institute of Technology, Stockholm SE-100 44, Sweden
- Department
of Neuroscience, Karolinska Institutet, Stockholm SE-171 77, Sweden
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22
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Sahan AZ, Baday M, Patel CB. Biomimetic Hydrogels in the Study of Cancer Mechanobiology: Overview, Biomedical Applications, and Future Perspectives. Gels 2022; 8:gels8080496. [PMID: 36005097 PMCID: PMC9407355 DOI: 10.3390/gels8080496] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 05/30/2022] [Revised: 06/26/2022] [Accepted: 07/02/2022] [Indexed: 11/18/2022] Open
Abstract
Hydrogels are biocompatible polymers that are tunable to the system under study, allowing them to be widely used in medicine, bioprinting, tissue engineering, and biomechanics. Hydrogels are used to mimic the three-dimensional microenvironment of tissues, which is essential to understanding cell–cell interactions and intracellular signaling pathways (e.g., proliferation, apoptosis, growth, and survival). Emerging evidence suggests that the malignant properties of cancer cells depend on mechanical cues that arise from changes in their microenvironment. These mechanobiological cues include stiffness, shear stress, and pressure, and have an impact on cancer proliferation and invasion. The hydrogels can be tuned to simulate these mechanobiological tissue properties. Although interest in and research on the biomedical applications of hydrogels has increased in the past 25 years, there is still much to learn about the development of biomimetic hydrogels and their potential applications in biomedical and clinical settings. This review highlights the application of hydrogels in developing pre-clinical cancer models and their potential for translation to human disease with a focus on reviewing the utility of such models in studying glioblastoma progression.
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Affiliation(s)
- Ayse Z. Sahan
- Biomedical Sciences Graduate Program, Department of Pharmacology, School of Medicine, University California at San Diego, 9500 Gilman Drive, San Diego, CA 92093, USA
| | - Murat Baday
- Department of Neurology and Neurological Sciences, School of Medicine, Stanford University, Stanford, CA 94305, USA
- Precision Health and Integrated Diagnostics Center, School of Medicine, Stanford University, Stanford, CA 94305, USA
- Correspondence: (M.B.); (C.B.P.)
| | - Chirag B. Patel
- Department of Neuro-Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Neuroscience Graduate Program, The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences (GSBS), Houston, TX 77030, USA
- Cancer Biology Program, The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences (GSBS), Houston, TX 77030, USA
- Correspondence: (M.B.); (C.B.P.)
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23
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Ahmadian H, Mageswaran P, Walter BA, Blakaj DM, Bourekas EC, Mendel E, Marras WS, Soghrati S. Toward an artificial intelligence-assisted framework for reconstructing the digital twin of vertebra and predicting its fracture response. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING 2022; 38:e3601. [PMID: 35403831 PMCID: PMC9285948 DOI: 10.1002/cnm.3601] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 10/10/2021] [Revised: 02/13/2022] [Accepted: 04/04/2022] [Indexed: 06/14/2023]
Abstract
This article presents an effort toward building an artificial intelligence (AI) assisted framework, coined ReconGAN, for creating a realistic digital twin of the human vertebra and predicting the risk of vertebral fracture (VF). ReconGAN consists of a deep convolutional generative adversarial network (DCGAN), image-processing steps, and finite element (FE) based shape optimization to reconstruct the vertebra model. This DCGAN model is trained using a set of quantitative micro-computed tomography (micro-QCT) images of the trabecular bone obtained from cadaveric samples. The quality of synthetic trabecular models generated using DCGAN are verified by comparing a set of its statistical microstructural descriptors with those of the imaging data. The synthesized trabecular microstructure is then infused into the vertebra cortical shell extracted from the patient's diagnostic CT scans using an FE-based shape optimization approach to achieve a smooth transition between trabecular to cortical regions. The final geometrical model of the vertebra is converted into a high-fidelity FE model to simulate the VF response using a continuum damage model under compression and flexion loading conditions. A feasibility study is presented to demonstrate the applicability of digital twins generated using this AI-assisted framework to predict the risk of VF in a cancer patient with spinal metastasis.
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Affiliation(s)
- Hossein Ahmadian
- Department of Integrated Systems EngineeringThe Ohio State UniversityColumbusOhioUSA
| | - Prasath Mageswaran
- Department of Integrated Systems EngineeringThe Ohio State UniversityColumbusOhioUSA
| | - Benjamin A. Walter
- Department of Biomedical EngineeringThe Ohio State UniversityColumbusOhioUSA
| | - Dukagjin M. Blakaj
- Department of Radiation OncologyThe Ohio State UniversityColumbusOhioUSA
| | - Eric C. Bourekas
- Department of Neurological SurgeryThe Ohio State UniversityColumbusOhioUSA
- Department of RadiologyThe Ohio State UniversityColumbusOhioUSA
- Department of NeurologyThe Ohio State UniversityColumbusOhioUSA
| | - Ehud Mendel
- Department of Radiation OncologyThe Ohio State UniversityColumbusOhioUSA
- Department of Neurological SurgeryThe Ohio State UniversityColumbusOhioUSA
- Department of OrthopedicsThe Ohio State UniversityColumbusOhioUSA
| | - William S. Marras
- Department of Integrated Systems EngineeringThe Ohio State UniversityColumbusOhioUSA
| | - Soheil Soghrati
- Department of Mechanical and Aerospace EngineeringThe Ohio State UniversityColumbusOhioUSA
- Department of Materials Science and EngineeringThe Ohio State UniversityColumbusOhioUSA
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24
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Tahmasebipour A, Begley M, Meinhart C. Acoustophoresis of a resonant elastic microparticle in a viscous fluid medium. THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2022; 151:3083. [PMID: 35649929 DOI: 10.1121/10.0010418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 11/11/2021] [Accepted: 04/19/2022] [Indexed: 06/15/2023]
Abstract
This work presents three-dimensional (3D) numerical analysis of acoustic radiation force on an elastic microsphere suspended in a viscous fluid. Acoustophoresis of finite-sized, neutrally buoyant, nearly incompressible soft particles may improve by orders of magnitude and change directions when going through resonant vibrations. These findings offer the potential to manipulate and separate microparticles based on their resonance frequency. This concept has profound implications in cell and microparticle handling, 3D printing, and enrichment in lab-on-chip applications. The existing analytical body of work can predict spheroidal harmonics of an elastic sphere and acoustic radiation force based on monopole and dipole scatter in an ideal fluid. However, little attention is given to the complex interplay of resonant fluid and solid bodies that generate acoustic radiation. The finite element method is used to find resonant modes, damping factors, and acoustic forces of an elastic sphere subject to a standing acoustic wave. Under fundamental spheroidal modes, the radiation force fluctuates significantly around analytical values due to constructive or destructive scatter-incident wave interference. This suggests that for certain materials, relevant to acoustofluidic applications, particle resonances are an important scattering mechanism and design parameter. The 3D model may be applied to any number of particles regardless of geometry or background acoustic field.
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Affiliation(s)
- Amir Tahmasebipour
- Department of Mechanical Engineering, University of California Santa Barbara, Santa Barbara, California 93106, USA
| | - Matthew Begley
- Materials Department, University of California Santa Barbara, Santa Barbara, California 93106, USA
| | - Carl Meinhart
- Department of Mechanical Engineering, University of California Santa Barbara, Santa Barbara, California 93106, USA
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25
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Vakhrusheva A, Murashko A, Trifonova E, Efremov Y, Timashev P, Sokolova O. Role of Actin-binding Proteins in the Regulation of Cellular Mechanics. Eur J Cell Biol 2022; 101:151241. [DOI: 10.1016/j.ejcb.2022.151241] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 01/23/2022] [Revised: 04/18/2022] [Accepted: 05/19/2022] [Indexed: 12/25/2022] Open
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26
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Nho RS, Ballinger MN, Rojas MM, Ghadiali SN, Horowitz JC. Biomechanical Force and Cellular Stiffness in Lung Fibrosis. THE AMERICAN JOURNAL OF PATHOLOGY 2022; 192:750-761. [PMID: 35183510 PMCID: PMC9088200 DOI: 10.1016/j.ajpath.2022.02.001] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 11/30/2021] [Revised: 01/25/2022] [Accepted: 02/08/2022] [Indexed: 01/10/2023]
Abstract
Lung fibrosis is characterized by the continuous accumulation of extracellular matrix (ECM) proteins produced by apoptosis-resistant (myo)fibroblasts. Lung epithelial injury promotes the recruitment and activation of fibroblasts, which are necessary for tissue repair and restoration of homeostasis. However, under pathologic conditions, a vicious cycle generated by profibrotic growth factors/cytokines, multicellular interactions, and matrix-associated signaling propagates the wound repair response and promotes lung fibrosis characterized not only by increased quantities of ECM proteins but also by changes in the biomechanical properties of the matrix. Importantly, changes in the biochemical and biomechanical properties of the matrix itself can serve to perpetuate fibroblast activity and propagate fibrosis, even in the absence of the initial stimulus of injury. The development of novel experimental models and methods increasingly facilitates our ability to interrogate fibrotic processes at the cellular and molecular levels. The goal of this review is to discuss the impact of ECM conditions in the development of lung fibrosis and to introduce new approaches to more accurately model the in vivo fibrotic microenvironment. This article highlights the pathologic roles of ECM in terms of mechanical force and the cellular interactions while reviewing in vitro and ex vivo models of lung fibrosis. The improved understanding of the fundamental mechanisms that contribute to lung fibrosis holds promise for identification of new therapeutic targets and improved outcomes.
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Affiliation(s)
- Richard S Nho
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio.
| | - Megan N Ballinger
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Davis Heart and Lung Research Institute, The Ohio State University, Columbus, Ohio
| | - Mauricio M Rojas
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Davis Heart and Lung Research Institute, The Ohio State University, Columbus, Ohio
| | - Samir N Ghadiali
- Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio
| | - Jeffrey C Horowitz
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio.
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27
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Ren J, Liu Y, Huang W, Lam RHW. A Narrow Straight Microchannel Array for Analysis of Transiting Speed of Floating Cancer Cells. MICROMACHINES 2022; 13:183. [PMID: 35208307 PMCID: PMC8877651 DOI: 10.3390/mi13020183] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Academic Contribution Register] [Received: 12/21/2021] [Revised: 01/19/2022] [Accepted: 01/20/2022] [Indexed: 11/25/2022]
Abstract
Investigating floating cells along a narrow microchannel (e.g., a blood vessel) for their transiting speeds and the corresponding roles of cell physical properties can deepen our understanding of circulating tumor cells (CTCs) metastasis via blood vessels. Many existing studies focus on the cell transiting process in blood vessel-like microchannels; further analytical studies are desired to summarize behaviors of the floating cell movement under different conditions. In this work, we perform a theoretical analysis to establish a relation between the transiting speed and key cell physical properties. We also conduct computational fluid dynamics simulation and microfluidic experiments to verify the theoretical model. This work reveals key cell physical properties and the channel configurations determining the transiting speed. The reported model can be applied to other works with various dimensions of microchannels as a more general way to evaluate the cancer cell metastasis ability with microfluidics.
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Affiliation(s)
- Jifeng Ren
- School of Biomedical Engineering, Capital Medical University, Beijing 100069, China
- Beijing Key Laboratory of Fundamental Research on Biomechanics in Clinical Application, Capital Medical University, Beijing 100069, China
| | - Yi Liu
- Department of Biomedical Engineering, City University of Hong Kong, Kowloon, Hong Kong 999077, China; (Y.L.); (W.H.)
| | - Wei Huang
- Department of Biomedical Engineering, City University of Hong Kong, Kowloon, Hong Kong 999077, China; (Y.L.); (W.H.)
| | - Raymond H. W. Lam
- Department of Biomedical Engineering, City University of Hong Kong, Kowloon, Hong Kong 999077, China; (Y.L.); (W.H.)
- City University of Hong Kong Shenzhen Research Institute, Shenzhen 518057, China
- Centre for Biosystems, Neuroscience, and Nanotechnology, City University of Hong Kong, Kowloon, Hong Kong 999077, China
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28
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Luo M, Yang W, Cartwright TN, Higgins JMG, Chen J. Simultaneous Measurement of Single-Cell Mechanics and Cell-to-Materials Adhesion Using Fluidic Force Microscopy. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2022; 38:620-628. [PMID: 34981921 DOI: 10.1021/acs.langmuir.1c01973] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 05/29/2023]
Abstract
The connection between cells and their substrate is essential for biological processes such as cell migration. Atomic force microscopy nanoindentation has often been adopted to measure single-cell mechanics. Very recently, fluidic force microscopy has been developed to enable rapid measurements of cell adhesion. However, simultaneous characterization of the cell-to-material adhesion and viscoelastic properties of the same cell is challenging. In this study, we present a new approach to simultaneously determine these properties for single cells, using fluidic force microscopy. For MCF-7 cells grown on tissue-culture-treated polystyrene surfaces, we found that the adhesive force and adhesion energy were correlated for each cell. Well-spread cells tended to have stronger adhesion, which may be due to the greater area of the contact between cellular adhesion receptors and the surface. By contrast, the viscoelastic properties of MCF-7 cells cultured on the same surface appeared to have little dependence on cell shape. This methodology provides an integrated approach to better understand the biophysics of multiple cell types.
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Affiliation(s)
- Ma Luo
- School of Engineering, Newcastle University, Newcastle Upon Tyne NE1 7RU, U.K
| | - Wenjian Yang
- School of Engineering, Newcastle University, Newcastle Upon Tyne NE1 7RU, U.K
- Research Center for Intelligent Sensing Systems, Zhijiang Laboratory, Hangzhou 311100, China
| | - Tyrell N Cartwright
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, U.K
| | - Jonathan M G Higgins
- Biosciences Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne NE2 4HH, U.K
| | - Jinju Chen
- School of Engineering, Newcastle University, Newcastle Upon Tyne NE1 7RU, U.K
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29
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Viscoelastic parameterization of human skin cells characterize material behavior at multiple timescales. Commun Biol 2022; 5:17. [PMID: 35017622 PMCID: PMC8752830 DOI: 10.1038/s42003-021-02959-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 08/16/2021] [Accepted: 12/06/2021] [Indexed: 01/22/2023] Open
Abstract
Countless biophysical studies have sought distinct markers in the cellular mechanical response that could be linked to morphogenesis, homeostasis, and disease. Here, an iterative-fitting methodology visualizes the time-dependent viscoelastic behavior of human skin cells under physiologically relevant conditions. Past investigations often involved parameterizing elastic relationships and assuming purely Hertzian contact mechanics, which fails to properly account for the rich temporal information available. We demonstrate the performance superiority of the proposed iterative viscoelastic characterization method over standard open-search approaches. Our viscoelastic measurements revealed that 2D adherent metastatic melanoma cells exhibit reduced elasticity compared to their normal counterparts—melanocytes and fibroblasts, and are significantly less viscous than fibroblasts over timescales spanning three orders of magnitude. The measured loss angle indicates clear differential viscoelastic responses across multiple timescales between the measured cells. This method provides insight into the complex viscoelastic behavior of metastatic melanoma cells relevant to better understanding cancer metastasis and aggression. Parvini, Cartagena and Solares introduce an iterative viscoelastic approach based on the generalized Maxwell and Kelvin-Voigt models. The results showed that metastatic melanoma cells had lower elasticity than normal fibroblasts and melanoma cells were less viscous than the fibroblasts over a large frequency range, enhancing the understanding of cellular responses at different frequencies.
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30
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Arango-Restrepo A, Rubi JM, Kjelstrup S, Angelsen BAJ, Davies CDL. Enhancing carrier flux for efficient drug delivery in cancer tissues. Biophys J 2021; 120:5255-5266. [PMID: 34757075 DOI: 10.1016/j.bpj.2021.10.036] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 04/27/2021] [Revised: 08/27/2021] [Accepted: 10/26/2021] [Indexed: 01/24/2023] Open
Abstract
Ultrasound focused toward tumors in the presence of circulating microbubbles improves the delivery of drug-loaded nanoparticles and therapeutic outcomes; however, the efficacy varies among the different properties and conditions of the tumors. Therefore, there is a need to optimize the ultrasound parameters and determine the properties of the tumor tissue important for the successful delivery of nanoparticles. Here, we propose a mesoscopic model considering the presence of entropic forces to explain the ultrasound-enhanced transport of nanoparticles across the capillary wall and through the interstitium of tumors. The nanoparticles move through channels of variable shape whose irregularities can be assimilated to barriers of entropic nature that the nanoparticles must overcome to reach their targets. The model assumes that focused ultrasound and circulating microbubbles cause the capillary wall to oscillate, thereby changing the width of transcapillary and interstitial channels. Our analysis provides values for the penetration distances of nanoparticles into the interstitium that are in agreement with experimental results. We found that the penetration increased significantly with increasing acoustic intensity as well as tissue elasticity, which means softer and more deformable tissue (Young modulus lower than 50 kPa), whereas porosity of the tissue and pulse repetition frequency of the ultrasound had less impact on the penetration length. We also considered that nanoparticles can be absorbed into cells and to extracellular matrix constituents, finding that the penetration length is increased when there is a low absorbance coefficient of the nanoparticles compared with their diffusion coefficient (close to 0.2). The model can be used to predict which tumor types, in terms of elasticity, will successfully deliver nanoparticles into the interstitium. It can also be used to predict the penetration distance into the interstitium of nanoparticles with various sizes and the ultrasound intensity needed for the efficient distribution of the nanoparticles.
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Affiliation(s)
- Andrés Arango-Restrepo
- Departament de Física de la Matèria Condensada, Universitat de Barcelona, Barcelona, Spain; Institut de Nanociencia i Nanotecnologia, Universitat de Barcelona, Barcelona, Spain.
| | - J Miguel Rubi
- Departament de Física de la Matèria Condensada, Universitat de Barcelona, Barcelona, Spain; Institut de Nanociencia i Nanotecnologia, Universitat de Barcelona, Barcelona, Spain; PoreLab, Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway
| | - Signe Kjelstrup
- PoreLab, Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway
| | - Bjørn Atle J Angelsen
- PoreLab, Department of Physics, Norwegian University of Science and Technology, Trondheim, Norway
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31
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Sternberg AK, Buck VU, Classen-Linke I, Leube RE. How Mechanical Forces Change the Human Endometrium during the Menstrual Cycle in Preparation for Embryo Implantation. Cells 2021; 10:2008. [PMID: 34440776 PMCID: PMC8391722 DOI: 10.3390/cells10082008] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 07/02/2021] [Revised: 07/30/2021] [Accepted: 08/03/2021] [Indexed: 12/12/2022] Open
Abstract
The human endometrium is characterized by exceptional plasticity, as evidenced by rapid growth and differentiation during the menstrual cycle and fast tissue remodeling during early pregnancy. Past work has rarely addressed the role of cellular mechanics in these processes. It is becoming increasingly clear that sensing and responding to mechanical forces are as significant for cell behavior as biochemical signaling. Here, we provide an overview of experimental evidence and concepts that illustrate how mechanical forces influence endometrial cell behavior during the hormone-driven menstrual cycle and prepare the endometrium for embryo implantation. Given the fundamental species differences during implantation, we restrict the review to the human situation. Novel technologies and devices such as 3D multifrequency magnetic resonance elastography, atomic force microscopy, organ-on-a-chip microfluidic systems, stem-cell-derived organoid formation, and complex 3D co-culture systems have propelled the understanding how endometrial receptivity and blastocyst implantation are regulated in the human uterus. Accumulating evidence has shown that junctional adhesion, cytoskeletal rearrangement, and extracellular matrix stiffness affect the local force balance that regulates endometrial differentiation and blastocyst invasion. A focus of this review is on the hormonal regulation of endometrial epithelial cell mechanics. We discuss potential implications for embryo implantation.
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Affiliation(s)
| | | | | | - Rudolf E. Leube
- Institute of Molecular and Cellular Anatomy, RWTH Aachen University, Wendlingweg 2, 52074 Aachen, Germany; (A.K.S.); (V.U.B.); (I.C.-L.)
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32
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Bader KB, Wallach EL, Shekhar H, Flores-Guzman F, Halpern HJ, Hernandez SL. Estimating the mechanical energy of histotripsy bubble clouds with high frame rate imaging. Phys Med Biol 2021; 66:10.1088/1361-6560/ac155d. [PMID: 34271560 PMCID: PMC10680990 DOI: 10.1088/1361-6560/ac155d] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 04/08/2021] [Accepted: 07/16/2021] [Indexed: 11/11/2022]
Abstract
Mechanical ablation with the focused ultrasound therapy histotripsy relies on the generation and action of bubble clouds. Despite its critical role for ablation, quantitative metrics of bubble activity to gauge treatment outcomes are still lacking. Here, plane wave imaging was used to track the dissolution of bubble clouds following initiation with the histotripsy pulse. Information about the rate of change in pixel intensity was coupled with an analytic diffusion model to estimate bubble size. Accuracy of the hybrid measurement/model was assessed by comparing the predicted and measured dissolution time of the bubble cloud. Good agreement was found between predictions and measurements of bubble cloud dissolution times in agarose phantoms and murine subcutaneous SCC VII tumors. The analytic diffusion model was extended to compute the maximum bubble size as well as energy imparted to the tissue due to bubble expansion. Regions within tumors predicted to have undergone strong bubble expansion were collocated with ablation. Further, the dissolution time was found to correlate with acoustic emissions generated by the bubble cloud during histotripsy insonation. Overall, these results indicate a combination of modeling and high frame rate imaging may provide means to quantify mechanical energy imparted to the tissue due to bubble expansion for histotripsy.
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Affiliation(s)
- Kenneth B Bader
- Department of Radiology, University of Chicago, Chicago, IL, United States of America
| | - Emily L Wallach
- Department of Radiology, University of Chicago, Chicago, IL, United States of America
| | - Himanshu Shekhar
- Discipline of Electrical Engineering, Indian Institute of Technology Gandhinagar, Gandhinagar, Gujarat, India
| | | | - Howard J Halpern
- Department of Radiation and Cellular Oncology, University of Chicago, Chicago, IL United States of America
| | - Sonia L Hernandez
- Department of Surgery, University of Chicago, Chicago, IL, United States of America
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33
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Actin cytoskeletal structure and the statistical variations of the mechanical properties of non-tumorigenic breast and triple-negative breast cancer cells. J Mech Behav Biomed Mater 2021; 119:104505. [PMID: 33857875 DOI: 10.1016/j.jmbbm.2021.104505] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 05/05/2020] [Revised: 03/27/2021] [Accepted: 03/30/2021] [Indexed: 11/24/2022]
Abstract
This paper presents the results of a study of the actin cytoskeletal structures and the statistical variations in the actin fluorescence intensities and viscoelastic properties of non-tumorigenic breast cells and triple-negative breast cancer cells at different stages of tumor progression. The variation in the actin content of the cell cytoskeletal structures is shown to be consistent with the viscoelastic properties of the cell as it progresses from non-tumorigenic to more metastatic states. The corresponding viscoelastic properties of the nuclei and the cytoplasm (Young's moduli, viscosities, and relaxation times) of the cells are also measured using Digital Image Correlation (DIC) and shear assay techniques. These properties are shown to exhibit statistical variations that are well characterized by normal distributions. The changes in the mean properties of individual cancer cells are tested using Fisher pairwise comparisons and the analysis of variance (ANOVA). The implications of the results are then discussed for the development of shear assay techniques and mechanical biomarkers for the detection of triple-negative breast cancer at different stages of tumor progression.
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34
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Wang H, Zhang H, Da B, Lu D, Tamura R, Goto K, Watanabe I, Fujita D, Hanagata N, Kano J, Nakagawa T, Noguchi M. Mechanomics Biomarker for Cancer Cells Unidentifiable through Morphology and Elastic Modulus. NANO LETTERS 2021; 21:1538-1545. [PMID: 33476166 DOI: 10.1021/acs.nanolett.1c00003] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 06/12/2023]
Abstract
Cellular mechanical properties are potential cancer biomarkers used for objective cytology to replace the current subjective method relying on cytomorphology. However, heterogeneity among intra/intercellular mechanics and the interplay between cytoskeletal prestress and elastic modulus obscured the difference detectable between malignant and benign cells. In this work, we collected high density nanoscale prestress and elastic modulus data from a single cell by AFM indentation to generate a cellular mechanome. Such high dimensional mechanome data was used to train a malignancy classifier through machine learning. The classifier was tested on 340 single cells of various origins, malignancy, and degrees of similarity in morphology and elastic modulus. The classifier showed instrument-independent robustness and classification accuracy of 89% with an AUC-ROC value of 93%. A signal-to-noise ratio 8 times that of the human-cytologist-based morphological method was also demonstrated, in differentiating precancerous hyperplasia cells from normal cells derived from the same lung cancer patient.
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Affiliation(s)
- Hongxin Wang
- Research Center for Advanced Measurement and Characterization, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Han Zhang
- Research Center for Advanced Measurement and Characterization, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Bo Da
- Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Dabao Lu
- Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Ryo Tamura
- International Center for Materials Architectonics, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Kenta Goto
- International Center for Young Scientists, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Ikumu Watanabe
- Research Center for Structural Materials, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Daisuke Fujita
- Research Center for Advanced Measurement and Characterization, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Nobutaka Hanagata
- Research Center for Functional Materials, National Institute for Materials Science, Tsukuba, Ibaraki, Japan
| | - Junko Kano
- Department of Diagnostic Pathology, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Tomoki Nakagawa
- Department of Diagnostic Pathology, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Masayuki Noguchi
- Department of Diagnostic Pathology, University of Tsukuba, Tsukuba, Ibaraki, Japan
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35
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Palacios-Ortega N, Hernández-Montes MDS, Mendoza-Santoyo F, Flores-Moreno JM. Measurement of morphology thickness and refractive index in a melanoma A375 cell line using digital holographic microscopy. APPLIED OPTICS 2021; 60:815-822. [PMID: 33690388 DOI: 10.1364/ao.410993] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 09/24/2020] [Accepted: 12/25/2020] [Indexed: 06/12/2023]
Abstract
Digital holographic microscopy (DHM) is a technique that has high potential for analyzing biological samples and has been successfully applied to the study of cells and cell lines providing information about important parameters such as refractive index, morphology, and dry mass, among others; it has also found applicability to study the effects of therapeutic treatments. Finding the size and shape of cells is important since they tend to change in the presence of some pathologies. In this research work, we obtain the morphology thickness and refractive index of the A375 melanoma cell line through a slight tilting of the cell in a DHM setup. Further, the development of a novel mathematical expression based on this tilt and in the optical phase difference is presented. We show images of melanoma cells with the refractive index information included, and their morphology thickness as rendered from the holographic phase maps recorded with DHM.
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36
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Brill-Karniely Y. Mechanical Measurements of Cells Using AFM: 3D or 2D Physics? Front Bioeng Biotechnol 2020; 8:605153. [PMID: 33330437 PMCID: PMC7731794 DOI: 10.3389/fbioe.2020.605153] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 09/11/2020] [Accepted: 10/08/2020] [Indexed: 12/28/2022] Open
Affiliation(s)
- Yifat Brill-Karniely
- Faculty of Medicine, The School of Pharmacy, Institute for Drug Research, The Hebrew University of Jerusalem, Jerusalem, Israel
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37
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Lin C, Xie J, Li W. Measuring the micromechanical properties of oesophageal mucosa with atomic force microscopy. BIOSURFACE AND BIOTRIBOLOGY 2020. [DOI: 10.1049/bsbt.2020.0015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Indexed: 11/19/2022] Open
Affiliation(s)
- Chengxiong Lin
- Key Laboratory for Advanced Technology of Materials of Ministry of EducationTribology Research InstituteSouthwest Jiaotong UniversityChengdu610031People's Republic of China
- National Engineering Research Center for Healthcare DevicesGuangdong Key Lab of Medical Electronic Instruments and Polymer Material ProductsGuangdong Institute of Medical InstrumentsGuangzhouGuangdong510500People's Republic of China
| | - Jingyang Xie
- Key Laboratory for Advanced Technology of Materials of Ministry of EducationTribology Research InstituteSouthwest Jiaotong UniversityChengdu610031People's Republic of China
| | - Wei Li
- Key Laboratory for Advanced Technology of Materials of Ministry of EducationTribology Research InstituteSouthwest Jiaotong UniversityChengdu610031People's Republic of China
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38
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De Gregorio V, La Rocca A, Urciuolo F, Annunziata C, Tornesello ML, Buonaguro FM, Netti PA, Imparato G. Modeling the epithelial-mesenchymal transition process in a 3D organotypic cervical neoplasia. Acta Biomater 2020; 116:209-222. [PMID: 32911106 DOI: 10.1016/j.actbio.2020.09.006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 05/18/2020] [Revised: 08/27/2020] [Accepted: 09/01/2020] [Indexed: 01/03/2023]
Abstract
Here, we proposed an innovative organotypic cervical tumor model able to investigate the bi-directional crosstalk between epithelium and stroma as well as the key disease features of the epithelial-mesenchymal transition (EMT) process in vitro. By using a modular tissue assembling approach, we developed 3D cervical stromal models composed of primary human cervical fibroblasts (HCFs) or cervical cancer-associated fibroblasts (CCAFs) embedded in their own ECM to produce 3D normal cervical-instructed stroma (NCIS) or 3D cervical cancer-instructed stroma (CCIS), respectively. Then, we demonstrate the role of the tumor microenvironment (TME) in potentiating the intrinsic invasive attitude of cervical cancer derived SiHa cells and increasing their early viral gene expression by comparing the SiHa behavior when cultured on NCIS or CCIS (SiHa-NCIS or SiHa-CCIS). We proved the crucial role of the CCAFs and stromal microenvironment in the mesenchymalization of the cancer epithelial cells by analyzing several EMT markers. We further assessed the expression of the epithelial adhesion molecules, matricellular enzymes, non-collagenous proteins as well as ECM remodeling in terms of collagen fibers texture and assembly. This cervical tumor model, closely recapitulating key cervical carcinogenesis features, may provide efficient and relevant support to current approaches characterizing cancer progression and develop new anticancer therapy targeting stroma rather than cancer cells.
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39
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Ombid RJL, Oyong GG, Cabrera EC, Espulgar WV, Saito M, Tamiya E, Pobre RF. In-vitro study of monocytic THP-1 leukemia cell membrane elasticity with a single-cell microfluidic-assisted optical trapping system. BIOMEDICAL OPTICS EXPRESS 2020; 11:6027-6037. [PMID: 33150003 PMCID: PMC7587289 DOI: 10.1364/boe.402526] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 07/13/2020] [Revised: 09/20/2020] [Accepted: 09/23/2020] [Indexed: 06/11/2023]
Abstract
We studied the elastic profile of monocytic THP-1 leukemia cells using a microfluidic-assisted optical trap. A 2-µm fused silica bead was optically trapped to mechanically dent an immobilized single THP-1 monocyte sieved on a 15-µm microfluidic capture chamber. Cells treated with Zeocin and untreated cells underwent RT-qPCR analysis to determine cell apoptosis through gene expression in relation to each cell's deformation profile. Results showed that untreated cells with 43.05 ± 6.68 Pa are more elastic compared to the treated cells with 15.81 ± 2.94 Pa. THP-1 monocyte's elastic modulus is indicative of cell apoptosis shown by upregulated genes after Zeocin treatment. This study clearly showed that the developed technique can be used to distinguish between cells undergoing apoptosis and cells not undergoing apoptosis and which may apply to the study of other cells and other cell states as well.
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Affiliation(s)
- Ric John L. Ombid
- OPTICS Research Unit, CENSER, De La Salle University (DLSU), Manila, Philippines
- Optics and Instrumentation Physics Laboratory, Physics Department, DLSU, Manila, Philippines
| | - Glenn G. Oyong
- OPTICS Research Unit, CENSER, De La Salle University (DLSU), Manila, Philippines
- Molecular Science Unit Laboratory, CENSER, DLSU, Manila, Philippines
| | - Esperanza C. Cabrera
- Biology Department, DLSU, Manila, Philippines
- Molecular Science Unit Laboratory, CENSER, DLSU, Manila, Philippines
| | - Wilfred V. Espulgar
- Department of Applied Physics, Graduate School of Engineering, Osaka University, Japan
| | - Masato Saito
- Department of Applied Physics, Graduate School of Engineering, Osaka University, Japan
- Advanced Photonics and Biosensing Open Innovation Laboratory, AIST-Osaka University, Photonics Center, Osaka University, Osaka 565-0871, Japan
| | - Eiichi Tamiya
- Advanced Photonics and Biosensing Open Innovation Laboratory, AIST-Osaka University, Photonics Center, Osaka University, Osaka 565-0871, Japan
- The Institute of Scientific and Industrial Research, Osaka University, Japan
| | - Romeric F. Pobre
- OPTICS Research Unit, CENSER, De La Salle University (DLSU), Manila, Philippines
- Optics and Instrumentation Physics Laboratory, Physics Department, DLSU, Manila, Philippines
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40
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Shahriyari F, Janmaleki M, Sharifi S, Hesar ME, Hoshian S, Taghiabadi R, Razaghian A, Ghadiri M, Peirovi A, Mahmoudi M, Nezhad AS, Khademhosseini A. Effect of cell imprinting on viability and drug susceptibility of breast cancer cells to doxorubicin. Acta Biomater 2020; 113:119-129. [PMID: 32525052 DOI: 10.1016/j.actbio.2020.06.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 01/31/2020] [Revised: 05/30/2020] [Accepted: 06/02/2020] [Indexed: 02/07/2023]
Abstract
This study demonstrates the effect of substrate's geometrical cues on viability and the efficacy of an anti-cancer drug, doxorubicin (DOX), on breast cancer cells. It is hypothesized that the surface topographical properties can mediate the cellular drug intake. Pseudo-three dimensional (3D) platforms were fabricated using imprinting technique from polydimethylsiloxane (PDMS) and gelatin methacryloyl (GelMA) hydrogel to recapitulate topography of cells' membranes. The cells exhibited higher viability on the cell-imprinted platforms for both PDMS and GelMA materials compared to the plain/flat counterparts. For instance, MCF7 cells showed a higher metabolic activity (11.9%) on MCF7-imprinted PDMS substrate than plain PDMS. The increased metabolic activity for the imprinted GelMA was about 44.2% compared to plain hydrogel. The DOX response of cells was monitored for 24 h. Although imprinted substrates demonstrated enhanced biocompatibility, the cultured cells were more susceptible to the drug compared to the plain substrates. In particular, MCF7 cells on imprinted PDMS and GelMA substrates showed 37% and 50% higher in cell death compared to the corresponding plain PDMS and GelMA, respectively. Interestingly, the drug susceptibility of the cells on the imprinted hydrogel was about 70% higher than the cells cultured on imprinted PDMS substrates. Having MCF7 cell-imprinted substrates, DOX responses of two other breast cancer cell lines, SKBR3 and ZR-75-1, were also evaluated. The results support that cell membrane curvature developed by multiscale topography is able to mediate intracellular signaling and drug intake. STATEMENT OF SIGNIFICANCE: Research in biological sciences and drug discovery mostly rely on two dimensional (2D) cell culture techniques which cannot provide a reliable physiologically relevant environment. Lack of extracellular matrix and a large shift in physicochemical properties of conventional 2D substrates can induce aberrant cellular behaviors. While chemical composition, topographical, and mechanical properties of substrates have remarkable impacts on drug susceptibility, gene expression, and protein synthesis, the most cell culture plates are from rigid and plain substrates. A number of (bio)polymeric 3D-platforms have been introduced to resemble innate cell microenvironment. However, their intricate culture protocols restrain their applications in demanding high-throughput drug screening. To address the above concerns, in the present study, a hydrogel-based pseudo-3D substrate with imprinted cell features has been introduced.
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41
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Kwon S, Yang W, Moon D, Kim KS. Comparison of Cancer Cell Elasticity by Cell Type. J Cancer 2020; 11:5403-5412. [PMID: 32742487 PMCID: PMC7391204 DOI: 10.7150/jca.45897] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 03/11/2020] [Accepted: 06/24/2020] [Indexed: 12/27/2022] Open
Abstract
Lower cellular elasticity is a distinguishing feature of cancer cells compared with normal cells. To determine whether cellular elasticity differs based on cancer cell type, cells were selected from three different cancer types including breast, cervix, and lung. For each cancer type, one counterpart normal cell and three types of cancer cells were selected, and their elasticity was measured using atomic force microscopy (AFM). The elasticity of normal cells was in the order of MCF10A > WI-38 ≥ Ect1/E6E7 which corresponds to the counterpart normal breast, lung, and cervical cancer cells, respectively. All cancer cells exhibited lower elasticity than their counterpart normal cells. Compared with the counterpart normal cells, the difference in cellular elasticity was the greatest in cervical cancer cells, followed by lung and breast cancer cells. This result indicates lower elasticity is a unique property of cancer cells; however, the reduction in elasticity may depend on the histological origin of the cells. The F-actin cytoskeleton of cancer cells was different in structure and content from normal cells. The F-actin is mainly distributed at the periphery of cancer cells and its content was mostly lower than that seen in normal cells.
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Affiliation(s)
- Sangwoo Kwon
- Department of Biomedical Engineering, College of Medicine, Kyung Hee University, Seoul 130-710, Republic of Korea
| | - Woochul Yang
- Department of Physics, Dongguk University, Seoul 04620, Republic of Korea
| | - Donggerami Moon
- Department of Biomedical Engineering, College of Medicine, Kyung Hee University, Seoul 130-710, Republic of Korea
| | - Kyung Sook Kim
- Department of Biomedical Engineering, College of Medicine, Kyung Hee University, Seoul 130-710, Republic of Korea
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42
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Kozminsky M, Sohn LL. The promise of single-cell mechanophenotyping for clinical applications. BIOMICROFLUIDICS 2020; 14:031301. [PMID: 32566069 PMCID: PMC7286698 DOI: 10.1063/5.0010800] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Academic Contribution Register] [Received: 04/14/2020] [Accepted: 05/11/2020] [Indexed: 05/06/2023]
Abstract
Cancer is the second leading cause of death worldwide. Despite the immense research focused in this area, one is still not able to predict disease trajectory. To overcome shortcomings in cancer disease study and monitoring, we describe an exciting research direction: cellular mechanophenotyping. Cancer cells must overcome many challenges involving external forces from neighboring cells, the extracellular matrix, and the vasculature to survive and thrive. Identifying and understanding their mechanical behavior in response to these forces would advance our understanding of cancer. Moreover, used alongside traditional methods of immunostaining and genetic analysis, mechanophenotyping could provide a comprehensive view of a heterogeneous tumor. In this perspective, we focus on new technologies that enable single-cell mechanophenotyping. Single-cell analysis is vitally important, as mechanical stimuli from the environment may obscure the inherent mechanical properties of a cell that can change over time. Moreover, bulk studies mask the heterogeneity in mechanical properties of single cells, especially those rare subpopulations that aggressively lead to cancer progression or therapeutic resistance. The technologies on which we focus include atomic force microscopy, suspended microchannel resonators, hydrodynamic and optical stretching, and mechano-node pore sensing. These technologies are poised to contribute to our understanding of disease progression as well as present clinical opportunities.
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Affiliation(s)
- Molly Kozminsky
- California Institute for Quantitative Biosciences, University of California, 174 Stanley Hall, Berkeley, California 94720, USA
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43
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Essmann CL, Martinez-Martinez D, Pryor R, Leung KY, Krishnan KB, Lui PP, Greene NDE, Brown AEX, Pawar VM, Srinivasan MA, Cabreiro F. Mechanical properties measured by atomic force microscopy define health biomarkers in ageing C. elegans. Nat Commun 2020; 11:1043. [PMID: 32098962 PMCID: PMC7042263 DOI: 10.1038/s41467-020-14785-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 08/29/2018] [Accepted: 01/31/2020] [Indexed: 12/16/2022] Open
Abstract
Genetic and environmental factors are key drivers regulating organismal lifespan but how these impact healthspan is less well understood. Techniques capturing biomechanical properties of tissues on a nano-scale level are providing new insights into disease mechanisms. Here, we apply Atomic Force Microscopy (AFM) to quantitatively measure the change in biomechanical properties associated with ageing Caenorhabditis elegans in addition to capturing high-resolution topographical images of cuticle senescence. We show that distinct dietary restriction regimes and genetic pathways that increase lifespan lead to radically different healthspan outcomes. Hence, our data support the view that prolonged lifespan does not always coincide with extended healthspan. Importantly, we identify the insulin signalling pathway in C. elegans and interventions altering bacterial physiology as increasing both lifespan and healthspan. Overall, AFM provides a highly sensitive technique to measure organismal biomechanical fitness and delivers an approach to screen for health-improving conditions, an essential step towards healthy ageing.
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Affiliation(s)
- Clara L Essmann
- Department of Computer Science, University College London, Engineering Building, Malet Place, London, WC1E 7JG, UK.
- Institute of Structural and Molecular Biology, University College London and Birkbeck, London, WC1E 6BT, UK.
- MRC London Institute of Medical Sciences, Du Cane Road, London, W12 0NN, UK.
- Institute of Clinical Sciences, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK.
| | - Daniel Martinez-Martinez
- MRC London Institute of Medical Sciences, Du Cane Road, London, W12 0NN, UK
- Institute of Clinical Sciences, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Rosina Pryor
- Institute of Structural and Molecular Biology, University College London and Birkbeck, London, WC1E 6BT, UK
- MRC London Institute of Medical Sciences, Du Cane Road, London, W12 0NN, UK
- Institute of Clinical Sciences, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Kit-Yi Leung
- UCL Great Ormond Street Institute of Child Health, University College London, London, WC1N 1EH, UK
| | - Kalaivani Bala Krishnan
- Institute of Structural and Molecular Biology, University College London and Birkbeck, London, WC1E 6BT, UK
| | - Prudence Pokway Lui
- Institute of Structural and Molecular Biology, University College London and Birkbeck, London, WC1E 6BT, UK
| | - Nicholas D E Greene
- UCL Great Ormond Street Institute of Child Health, University College London, London, WC1N 1EH, UK
| | - André E X Brown
- MRC London Institute of Medical Sciences, Du Cane Road, London, W12 0NN, UK
- Institute of Clinical Sciences, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK
| | - Vijay M Pawar
- Department of Computer Science, University College London, Engineering Building, Malet Place, London, WC1E 7JG, UK
| | - Mandayam A Srinivasan
- Department of Computer Science, University College London, Engineering Building, Malet Place, London, WC1E 7JG, UK
- Department of Mechanical Engineering and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, 02139, USA
| | - Filipe Cabreiro
- Institute of Structural and Molecular Biology, University College London and Birkbeck, London, WC1E 6BT, UK.
- MRC London Institute of Medical Sciences, Du Cane Road, London, W12 0NN, UK.
- Institute of Clinical Sciences, Imperial College London, Hammersmith Hospital Campus, Du Cane Road, London, W12 0NN, UK.
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44
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Altayyeb A, Othman E, Khashbah M, Esmaeel A, El-Mokhtar M, Lambalk C, Mijatovic V, Abdelgawad M. Characterization of Mechanical Signature of Eutopic Endometrial Stromal Cells of Endometriosis Patients. Reprod Sci 2020; 27:364-374. [PMID: 32046462 DOI: 10.1007/s43032-019-00042-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 12/14/2018] [Accepted: 04/10/2019] [Indexed: 11/29/2022]
Abstract
Endometriosis affects 5-10% of women in reproductive age and causes pelvic pain and subfertility. Exact etiology of the disease is unknown. Here, we present a microfluidic platform for characterizing mechanical properties of eutopic endometrial stromal cells of endometriosis patients based on cellular deformability inside narrow microchannels. Primary human endometrial stromal cells were isolated from eutopic endometrium of endometriosis patients (4407 cells, from 7 endometriosis patients) and from disease-free women (4541 cells, from 6 control women) and were pumped through microchannels (formed of polydimethylsiloxane (PDMS) by standard soft lithography, with dimensions of 8 × 20 × 150 μm, as width × height × length) at a constant flow rate of 2 μL/min. High-speed imaging was used to capture videos of cells as they flow inside microchannels, and a computer vision code was used to track cells, measure their area, and calculate the time each cell takes to pass through the microchannel. Compared with their counterparts from control women, eutopic endometrial stromal cells from endometriosis patients showed significantly increased deformation index (1.65 ± 0.2 versus 1.43 ± 0.19, respectively, P value < 0.001), and higher velocity in travelling through narrow microchannels (96.530 ± 0.710 mm/s versus 57.518 ± 0.585 mm/s, respectively, P value < 0.001). The same difference in velocities between the two cell types was maintained after controlling for cell area. Eutopic endometrial stromal cells of endometriosis patients showed a mechanical phenotype characterized by high deformability and reduced stiffness. This mechanical signature can represent basis of a mechanical biomarker of endometriosis.
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Affiliation(s)
- Ahmad Altayyeb
- Center for Nanotechnology, Zewail City of Science and Technology, Giza, Egypt
| | - Essam Othman
- Department of Obstetrics and Gynecology, Assiut University, Assiut, Egypt. .,Amsterdam University Medical Center, Location VUmc, Academic Endometriosis Center, Amsterdam, The Netherlands.
| | - Maha Khashbah
- Department of Obstetrics and Gynecology, Assiut University, Assiut, Egypt
| | | | - Mohamed El-Mokhtar
- Department of Medical Microbiology and Immunology, Assiut University, Assiut, Egypt
| | - Cornelis Lambalk
- Amsterdam University Medical Center, Location VUmc, Academic Endometriosis Center, Amsterdam, The Netherlands
| | - Velja Mijatovic
- Amsterdam University Medical Center, Location VUmc, Academic Endometriosis Center, Amsterdam, The Netherlands
| | - Mohamed Abdelgawad
- Mechanical Engineering department, Assiut University, Assiut, Egypt. .,Mechanical Engineering Department, American University of Sharjah, Sharjah, UAE.
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Azadi S, Tafazzoli Shadpour M. The microenvironment and cytoskeletal remodeling in tumor cell invasion. INTERNATIONAL REVIEW OF CELL AND MOLECULAR BIOLOGY 2020; 356:257-289. [DOI: 10.1016/bs.ircmb.2020.06.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Academic Contribution Register] [Indexed: 02/06/2023]
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46
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Early relaxation time assessment for characterization of breast tissue and diagnosis of breast tumors. J Mech Behav Biomed Mater 2018; 87:325-335. [DOI: 10.1016/j.jmbbm.2018.07.037] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Academic Contribution Register] [Received: 03/19/2018] [Revised: 07/10/2018] [Accepted: 07/26/2018] [Indexed: 11/23/2022]
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