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Hu S, Chapski DJ, Gehred ND, Kimball TH, Gromova T, Flores A, Rowat AC, Chen J, Packard RRS, Olszewski E, Davis J, Rau CD, McKinsey TA, Rosa-Garrido M, Vondriska TM. Histone H1.0 couples cellular mechanical behaviors to chromatin structure. Nat Cardiovasc Res 2024; 3:441-459. [PMID: 38765203 PMCID: PMC11101354 DOI: 10.1038/s44161-024-00460-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 03/06/2024] [Indexed: 05/21/2024]
Abstract
Tuning of genome structure and function is accomplished by chromatin-binding proteins, which determine the transcriptome and phenotype of the cell. Here we investigate how communication between extracellular stress and chromatin structure may regulate cellular mechanical behaviors. We demonstrate that histone H1.0, which compacts nucleosomes into higher-order chromatin fibers, controls genome organization and cellular stress response. We show that histone H1.0 has privileged expression in fibroblasts across tissue types and that its expression is necessary and sufficient to induce myofibroblast activation. Depletion of histone H1.0 prevents cytokine-induced fibroblast contraction, proliferation and migration via inhibition of a transcriptome comprising extracellular matrix, cytoskeletal and contractile genes, through a process that involves locus-specific H3K27 acetylation. Transient depletion of histone H1.0 in vivo prevents fibrosis in cardiac muscle. These findings identify an unexpected role of linker histones to orchestrate cellular mechanical behaviors, directly coupling force generation, nuclear organization and gene transcription.
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Affiliation(s)
- Shuaishuai Hu
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - Douglas J. Chapski
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - Natalie D. Gehred
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - Todd H. Kimball
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - Tatiana Gromova
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - Angelina Flores
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA USA
| | - Amy C. Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA USA
| | - Junjie Chen
- Department of Medicine, Division of Cardiology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - René R. Sevag Packard
- Department of Medicine, Division of Cardiology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
- Department of Physiology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
| | - Emily Olszewski
- Department of Bioengineering, University of Washington, Seattle, WA USA
| | - Jennifer Davis
- Department of Bioengineering, University of Washington, Seattle, WA USA
| | - Christoph D. Rau
- Department of Genetics and McAllister Heart Institute, University of North Carolina, Chapel Hill, NC USA
| | - Timothy A. McKinsey
- Department of Medicine, Division of Cardiology and Consortium for Fibrosis Research & Translation, University of Colorado Anschutz Medical Campus, Aurora, CO USA
| | - Manuel Rosa-Garrido
- Department of Biomedical Engineering, School of Medicine and School of Engineering, University of Alabama at Birmingham, Birmingham, AL USA
| | - Thomas M. Vondriska
- Department of Anesthesiology & Perioperative Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
- Department of Medicine, Division of Cardiology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
- Department of Physiology, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA USA
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2
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Kawecki NS, Chen KK, Smith CS, Xie Q, Cohen JM, Rowat AC. Scalable Processes for Culturing Meat Using Edible Scaffolds. Annu Rev Food Sci Technol 2024; 15. [PMID: 38211941 DOI: 10.1146/annurev-food-072023-034451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
There is increasing consumer demand for alternative animal protein products that are delicious and sustainably produced to address concerns about the impacts of mass-produced meat on human and planetary health. Cultured meat has the potential to provide a source of nutritious dietary protein that both is palatable and has reduced environmental impact. However, strategies to support the production of cultured meats at the scale required for food consumption will be critical. In this review, we discuss the current challenges and opportunities of using edible scaffolds for scaling up the production of cultured meat. We provide an overview of different types of edible scaffolds, scaffold fabrication techniques, and common scaffold materials. Finally, we highlight potential advantages of using edible scaffolds to advance cultured meat production by accelerating cell growth and differentiation, providing structure to build complex 3D tissues, and enhancing the nutritional and sensory properties of cultured meat. Expected final online publication date for the Annual Review of Food Science and Technology, Volume 15 is April 2024. Please see http://www.annualreviews.org/page/journal/pubdates for revised estimates.
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Affiliation(s)
- N Stephanie Kawecki
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, California, USA;
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, California, USA
| | - Kathleen K Chen
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, California, USA;
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California, USA
| | - Corinne S Smith
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, California, USA;
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, California, USA
| | - Qingwen Xie
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, California, USA;
| | - Julian M Cohen
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, California, USA;
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, California, USA;
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, USA
- Broad Stem Cell Center, University of California, Los Angeles, Los Angeles, California, USA
- California NanoSystems Institute, University of California, Los Angeles, Los Angeles, California, USA
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3
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Kawecki NS, Norris SCP, Xu Y, Wu Y, Davis AR, Fridman E, Chen KK, Crosbie RH, Garmyn AJ, Li S, Mason TG, Rowat AC. Engineering multicomponent tissue by spontaneous adhesion of myogenic and adipogenic microtissues cultured with customized scaffolds. Food Res Int 2023; 172:113080. [PMID: 37689860 DOI: 10.1016/j.foodres.2023.113080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Revised: 05/29/2023] [Accepted: 05/30/2023] [Indexed: 09/11/2023]
Abstract
The integration of intramuscular fat-or marbling-into cultured meat will be critical for meat texture, mouthfeel, flavor, and thus consumer appeal. However, culturing muscle tissue with marbling is challenging since myocytes and adipocytes have different media and scaffold requirements for optimal growth and differentiation. Here, we present an approach to engineer multicomponent tissue using myogenic and adipogenic microtissues. The key innovation in our approach is the engineering of myogenic and adipogenic microtissues using scaffolds with customized physical properties; we use these microtissues as building blocks that spontaneously adhere to produce multicomponent tissue, or marbled cultured meat. Myocytes are grown and differentiated on gelatin nanofiber scaffolds with aligned topology that mimic the aligned structure of skeletal muscle and promotes the formation of myotubes in both primary rabbit skeletal muscle and murine C2C12 cells. Pre-adipocytes are cultured and differentiated on edible gelatin microbead scaffolds, which are customized to have a physiologically-relevant stiffness, and promote lipid accumulation in both primary rabbit and murine 3T3-L1 pre-adipocytes. After harvesting and stacking the individual myogenic and adipogenic microtissues, we find that the resultant multicomponent tissues adhere into intact structures within 6-12 h in culture. The resultant multicomponent 3D tissue constructs show behavior of a solid material with a Young's modulus of ∼ 2 ± 0.4 kPa and an ultimate tensile strength of ∼ 23 ± 7 kPa without the use of additional crosslinkers. Using this approach, we generate marbled cultured meat with ∼ mm to ∼ cm thickness, which has a protein content of ∼ 4 ± 2 g/100 g that is comparable to a conventionally produced Wagyu steak with a protein content of ∼ 9 ± 4 g/100 g. We show the translatability of this layer-by-layer assembly approach for microtissues across primary rabbit cells, murine cell lines, as well as for gelatin and plant-based scaffolds, which demonstrates a strategy to generate edible marbled meats derived from different species and scaffold materials.
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Affiliation(s)
- N Stephanie Kawecki
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Sam C P Norris
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Yixuan Xu
- Department of Materials Science and Engineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Yifan Wu
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Ashton R Davis
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Ester Fridman
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Kathleen K Chen
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Rachelle H Crosbie
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Neurology, David Geffen School of Medicine, University of California LA, USA; Broad Stem Cell Center, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Andrea J Garmyn
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Song Li
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA 90095, USA; Broad Stem Cell Center, University of California, Los Angeles, Los Angeles, CA 90095, USA; California NanoSystems Institute, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Thomas G Mason
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Physics and Astronomy, University of California, Los Angeles, Los Angeles, CA 90095, USA; California NanoSystems Institute, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA 90095, USA; Broad Stem Cell Center, University of California, Los Angeles, Los Angeles, CA 90095, USA; California NanoSystems Institute, University of California, Los Angeles, Los Angeles, CA 90095, USA.
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4
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Soto J, Song Y, Wu Y, Chen B, Park H, Akhtar N, Wang P, Hoffman T, Ly C, Sia J, Wong S, Kelkhoff DO, Chu J, Poo M, Downing TL, Rowat AC, Li S. Reduction of Intracellular Tension and Cell Adhesion Promotes Open Chromatin Structure and Enhances Cell Reprogramming. Adv Sci (Weinh) 2023; 10:e2300152. [PMID: 37357983 PMCID: PMC10460843 DOI: 10.1002/advs.202300152] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 05/13/2023] [Indexed: 06/27/2023]
Abstract
The role of transcription factors and biomolecules in cell type conversion has been widely studied. Yet, it remains unclear whether and how intracellular mechanotransduction through focal adhesions (FAs) and the cytoskeleton regulates the epigenetic state and cell reprogramming. Here, it is shown that cytoskeletal structures and the mechanical properties of cells are modulated during the early phase of induced neuronal (iN) reprogramming, with an increase in actin cytoskeleton assembly induced by Ascl1 transgene. The reduction of actin cytoskeletal tension or cell adhesion at the early phase of reprogramming suppresses the expression of mesenchymal genes, promotes a more open chromatin structure, and significantly enhances the efficiency of iN conversion. Specifically, reduction of intracellular tension or cell adhesion not only modulates global epigenetic marks, but also decreases DNA methylation and heterochromatin marks and increases euchromatin marks at the promoter of neuronal genes, thus enhancing the accessibility for gene activation. Finally, micro- and nano-topographic surfaces that reduce cell adhesions enhance iN reprogramming. These novel findings suggest that the actin cytoskeleton and FAs play an important role in epigenetic regulation for cell fate determination, which may lead to novel engineering approaches for cell reprogramming.
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Affiliation(s)
- Jennifer Soto
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
| | - Yang Song
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
| | - Yifan Wu
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
| | - Binru Chen
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
| | - Hyungju Park
- Department of Molecular and Cell BiologyUniversity of CaliforniaBerkeleyCA94720USA
| | - Navied Akhtar
- Department of Biomedical EngineeringUniversity of CaliforniaIrvineCA92617USA
| | - Peng‐Yuan Wang
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
- Oujiang LaboratoryKey Laboratory of Alzheimer's Disease of Zhejiang ProvinceInstitute of AgingWenzhou Medical UniversityWenzhouZhejiang325024China
| | - Tyler Hoffman
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
| | - Chau Ly
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
- Department of Integrative Biology and PhysiologyUniversity of CaliforniaLos AngelesCA90095USA
| | - Junren Sia
- Department of BioengineeringUniversity of CaliforniaBerkeleyCA94720USA
| | - SzeYue Wong
- Department of BioengineeringUniversity of CaliforniaBerkeleyCA94720USA
| | | | - Julia Chu
- Department of BioengineeringUniversity of CaliforniaBerkeleyCA94720USA
| | - Mu‐Ming Poo
- Department of Molecular and Cell BiologyUniversity of CaliforniaBerkeleyCA94720USA
| | - Timothy L. Downing
- Department of Biomedical EngineeringUniversity of CaliforniaIrvineCA92617USA
| | - Amy C. Rowat
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
- Department of Integrative Biology and PhysiologyUniversity of CaliforniaLos AngelesCA90095USA
| | - Song Li
- Department of BioengineeringUniversity of CaliforniaLos AngelesCA90095USA
- Department of MedicineUniversity of CaliforniaLos AngelesCA90095USA
- Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell ResearchUniversity of California, Los AngelesLos AngelesCA90095USA
- Jonsson Comprehensive Cancer CenterDavid Geffen School of MedicineUniversity of California, Los AngelesLos AngelesCA90095USA
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5
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Ly C, Ogana H, Kim HN, Hurwitz S, Deeds EJ, Kim YM, Rowat AC. Altered physical phenotypes of leukemia cells that survive chemotherapy treatment. Integr Biol (Camb) 2023; 15:7185561. [PMID: 37247849 DOI: 10.1093/intbio/zyad006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 04/22/2023] [Accepted: 04/29/2023] [Indexed: 05/31/2023]
Abstract
The recurrence of cancer following chemotherapy treatment is a major cause of death across solid and hematologic cancers. In B-cell acute lymphoblastic leukemia (B-ALL), relapse after initial chemotherapy treatment leads to poor patient outcomes. Here we test the hypothesis that chemotherapy-treated versus control B-ALL cells can be characterized based on cellular physical phenotypes. To quantify physical phenotypes of chemotherapy-treated leukemia cells, we use cells derived from B-ALL patients that are treated for 7 days with a standard multidrug chemotherapy regimen of vincristine, dexamethasone, and L-asparaginase (VDL). We conduct physical phenotyping of VDL-treated versus control cells by tracking the sequential deformations of single cells as they flow through a series of micron-scale constrictions in a microfluidic device; we call this method Quantitative Cyclical Deformability Cytometry. Using automated image analysis, we extract time-dependent features of deforming cells including cell size and transit time (TT) with single-cell resolution. Our findings show that VDL-treated B-ALL cells have faster TTs and transit velocity than control cells, indicating that VDL-treated cells are more deformable. We then test how effectively physical phenotypes can predict the presence of VDL-treated cells in mixed populations of VDL-treated and control cells using machine learning approaches. We find that TT measurements across a series of sequential constrictions can enhance the classification accuracy of VDL-treated cells in mixed populations using a variety of classifiers. Our findings suggest the predictive power of cell physical phenotyping as a complementary prognostic tool to detect the presence of cells that survive chemotherapy treatment. Ultimately such complementary physical phenotyping approaches could guide treatment strategies and therapeutic interventions. Insight box Cancer cells that survive chemotherapy treatment are major contributors to patient relapse, but the ability to predict recurrence remains a challenge. Here we investigate the physical properties of leukemia cells that survive treatment with chemotherapy drugs by deforming individual cells through a series of micron-scale constrictions in a microfluidic channel. Our findings reveal that leukemia cells that survive chemotherapy treatment are more deformable than control cells. We further show that machine learning algorithms applied to physical phenotyping data can predict the presence of cells that survive chemotherapy treatment in a mixed population. Such an integrated approach using physical phenotyping and machine learning could be valuable to guide patient treatments.
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Affiliation(s)
- Chau Ly
- Department of Integrative Biology & Physiology, University of California, Los Angeles, CA, USA
- Department of Bioengineering, University of California, Los Angeles, CA, USA
| | - Heather Ogana
- Department of Pediatrics, Children's Hospital Los Angeles, Division of Hematology and Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Hye Na Kim
- Department of Pediatrics, Children's Hospital Los Angeles, Division of Hematology and Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Samantha Hurwitz
- Department of Pediatrics, Children's Hospital Los Angeles, Division of Hematology and Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Eric J Deeds
- Department of Integrative Biology & Physiology, University of California, Los Angeles, CA, USA
- Institute for Quantitative and Computational Biosciences, University of California, Los Angeles, CA, USA
| | - Yong-Mi Kim
- Department of Pediatrics, Children's Hospital Los Angeles, Division of Hematology and Oncology, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Amy C Rowat
- Department of Integrative Biology & Physiology, University of California, Los Angeles, CA, USA
- Department of Bioengineering, University of California, Los Angeles, CA, USA
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Song Y, Soto J, Chen B, Hoffman T, Zhao W, Zhu N, Peng Q, Liu L, Ly C, Wong PK, Wang Y, Rowat AC, Kurdistani SK, Li S. Transient nuclear deformation primes epigenetic state and promotes cell reprogramming. Nat Mater 2022; 21:1191-1199. [PMID: 35927431 PMCID: PMC9529815 DOI: 10.1038/s41563-022-01312-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Accepted: 06/14/2022] [Indexed: 05/22/2023]
Abstract
Cell reprogramming has wide applications in tissue regeneration, disease modelling and personalized medicine. In addition to biochemical cues, mechanical forces also contribute to the modulation of the epigenetic state and a variety of cell functions through distinct mechanisms that are not fully understood. Here we show that millisecond deformation of the cell nucleus caused by confinement into microfluidic channels results in wrinkling and transient disassembly of the nuclear lamina, local detachment of lamina-associated domains in chromatin and a decrease of histone methylation (histone H3 lysine 9 trimethylation) and DNA methylation. These global changes in chromatin at the early stage of cell reprogramming boost the conversion of fibroblasts into neurons and can be partially reproduced by inhibition of histone H3 lysine 9 and DNA methylation. This mechanopriming approach also triggers macrophage reprogramming into neurons and fibroblast conversion into induced pluripotent stem cells, being thus a promising mechanically based epigenetic state modulation method for cell engineering.
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Affiliation(s)
- Yang Song
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Jennifer Soto
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Binru Chen
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Tyler Hoffman
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Weikang Zhao
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Ninghao Zhu
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA
| | - Qin Peng
- Department of Bioengineering, University of California San Diego, San Diego, CA, USA
| | - Longwei Liu
- Department of Bioengineering, University of California San Diego, San Diego, CA, USA
| | - Chau Ly
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Pak Kin Wong
- Department of Biomedical Engineering, The Pennsylvania State University, University Park, PA, USA
| | - Yingxiao Wang
- Department of Bioengineering, University of California San Diego, San Diego, CA, USA
| | - Amy C Rowat
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Department of Integrative Biology & Physiology, University of California Los Angeles, Los Angeles, CA, USA
| | - Siavash K Kurdistani
- Department of Biological Chemistry, David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Song Li
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA.
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA.
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7
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Fu T, Chan TW, Bahn JH, Kim TH, Rowat AC, Xiao X. Multifaceted role of RNA editing in promoting loss-of-function of PODXL in cancer. iScience 2022; 25:104836. [PMID: 35992085 PMCID: PMC9382340 DOI: 10.1016/j.isci.2022.104836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Revised: 06/16/2022] [Accepted: 07/20/2022] [Indexed: 12/03/2022] Open
Abstract
PODXL, a protein that is dysregulated in multiple cancers, plays an important role in promoting cancer metastasis. In this study, we report that RNA editing promotes the inclusion of a PODXL alternative exon. The resulting edited PODXL long isoform is more prone to protease digestion and has the strongest effects on reducing cell migration and cisplatin chemoresistance among the three PODXL isoforms (short, unedited long, and edited long isoforms). Importantly, the editing level of the PODXL recoding site and the inclusion level of the PODXL alternative exon are strongly associated with overall patient survival in Kidney Renal Clear Cell Carcinoma (KIRC). Supported by significant enrichment of exonic RNA editing sites in alternatively spliced exons, we hypothesize that exonic RNA editing sites may enhance proteomic diversity through alternative splicing, in addition to amino acid changes, a previously under-appreciated aspect of RNA editing function.
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Affiliation(s)
- Ting Fu
- Molecular, Cellular, and Integrative Physiology Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Tracey W. Chan
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Jae Hoon Bahn
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Tae-Hyung Kim
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Amy C. Rowat
- Molecular, Cellular, and Integrative Physiology Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Xinshu Xiao
- Molecular, Cellular, and Integrative Physiology Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
- Bioinformatics Interdepartmental Program, University of California, Los Angeles, Los Angeles, CA 90095, USA
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
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8
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Norris SCP, Kawecki NS, Davis AR, Chen KK, Rowat AC. Emulsion-templated microparticles with tunable stiffness and topology: Applications as edible microcarriers for cultured meat. Biomaterials 2022; 287:121669. [PMID: 35853359 PMCID: PMC9834440 DOI: 10.1016/j.biomaterials.2022.121669] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2021] [Revised: 06/27/2022] [Accepted: 07/02/2022] [Indexed: 01/16/2023]
Abstract
Cultured meat has potential to diversify methods for protein production, but innovations in production efficiency will be required to make cultured meat a feasible protein alternative. Microcarriers provide a strategy to culture sufficient volumes of adherent cells in a bioreactor that are required for meat products. However, cell culture on inedible microcarriers involves extra downstream processing to dissociate cells prior to consumption. Here, we present edible microcarriers that can support the expansion and differentiation of myogenic cells in a single bioreactor system. To fabricate edible microcarriers with a scalable process, we used water-in-oil emulsions as templates for gelatin microparticles. We also developed a novel embossing technique to imprint edible microcarriers with grooved topology in order to test if microcarriers with striated surface texture can promote myoblast proliferation and differentiation in suspension culture. In this proof-of-concept demonstration, we showed that edible microcarriers with both smooth and grooved surface topologies supported the proliferation and differentiation of mouse myogenic C2C12 cells in a suspension culture. The grooved edible microcarriers showed a modest increase in the proliferation and alignment of myogenic cells compared to cells cultured on smooth, spherical microcarriers. During the expansion phase, we also observed the formation of cell-microcarrier aggregates or 'microtissues' for cells cultured on both smooth and grooved microcarriers. Myogenic microtissues cultured with smooth and grooved microcarriers showed similar characteristics in terms of myotube length, myotube volume fraction, and expression of myogenic markers. To establish feasibility of edible microcarriers for cultured meat, we showed that edible microcarriers supported the production of myogenic microtissue from C2C12 or bovine satellite muscle cells, which we harvested by centrifugation into a cookable meat patty that maintained its shape and exhibited browning during cooking. These findings demonstrate the potential of edible microcarriers for the scalable production of cultured meat in a single bioreactor.
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Affiliation(s)
- Sam C P Norris
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - N Stephanie Kawecki
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Ashton R Davis
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Kathleen K Chen
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA 90095, USA; Broad Stem Cell Center, University of California, Los Angeles, Los Angeles, CA 90095, USA; California NanoSystems Institute, University of California, Los Angeles, Los Angeles, CA 90095, USA.
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9
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Yuen JSK, Stout AJ, Kawecki NS, Letcher SM, Theodossiou SK, Cohen JM, Barrick BM, Saad MK, Rubio NR, Pietropinto JA, DiCindio H, Zhang SW, Rowat AC, Kaplan DL. Perspectives on scaling production of adipose tissue for food applications. Biomaterials 2022; 280:121273. [PMID: 34933254 PMCID: PMC8725203 DOI: 10.1016/j.biomaterials.2021.121273] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Revised: 11/22/2021] [Accepted: 11/23/2021] [Indexed: 01/03/2023]
Abstract
With rising global demand for food proteins and significant environmental impact associated with conventional animal agriculture, it is important to develop sustainable alternatives to supplement existing meat production. Since fat is an important contributor to meat flavor, recapitulating this component in meat alternatives such as plant based and cell cultured meats is important. Here, we discuss the topic of cell cultured or tissue engineered fat, growing adipocytes in vitro that could imbue meat alternatives with the complex flavor and aromas of animal meat. We outline potential paths for the large scale production of in vitro cultured fat, including adipogenic precursors during cell proliferation, methods to adipogenically differentiate cells at scale, as well as strategies for converting differentiated adipocytes into 3D cultured fat tissues. We showcase the maturation of knowledge and technology behind cell sourcing and scaled proliferation, while also highlighting that adipogenic differentiation and 3D adipose tissue formation at scale need further research. We also provide some potential solutions for achieving adipose cell differentiation and tissue formation at scale based on contemporary research and the state of the field.
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Affiliation(s)
- John S K Yuen
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Andrew J Stout
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - N Stephanie Kawecki
- Department of Bioengineering, University of California Los Angeles, 410 Westwood Plaza, Los Angeles, CA, 90095, USA; Department of Integrative Biology & Physiology, University of California Los Angeles, Terasaki Life Sciences Building, 610 Charles E. Young Drive South, Los Angeles, CA, 90095, USA
| | - Sophia M Letcher
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Sophia K Theodossiou
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Julian M Cohen
- W. M. Keck Science Department, Pitzer College, 925 N Mills Ave, Claremont, CA, 91711, USA
| | - Brigid M Barrick
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Michael K Saad
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Natalie R Rubio
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Jaymie A Pietropinto
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Hailey DiCindio
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Sabrina W Zhang
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA
| | - Amy C Rowat
- Department of Bioengineering, University of California Los Angeles, 410 Westwood Plaza, Los Angeles, CA, 90095, USA; Department of Integrative Biology & Physiology, University of California Los Angeles, Terasaki Life Sciences Building, 610 Charles E. Young Drive South, Los Angeles, CA, 90095, USA
| | - David L Kaplan
- Biomedical Engineering Department, Tissue Engineering Resource Center, Tufts University, 4 Colby St, Medford, MA, 02155, USA.
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10
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Zhang X, Kim TH, Thauland TJ, Li H, Majedi FS, Ly C, Gu Z, Butte MJ, Rowat AC, Li S. Corrigendum to "Unraveling the mechanobiology of immune cells" [Curr Opin Biotechnol 66 (2020) 236-245]. Curr Opin Biotechnol 2021; 73:387-388. [PMID: 34895976 PMCID: PMC8655620 DOI: 10.1016/j.copbio.2021.10.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Affiliation(s)
- Xuexiang Zhang
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Tae-Hyung Kim
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Pathology, University of New Mexico School of Medicine
| | - Timothy J Thauland
- Division of Immunology, Allergy, and Rheumatology, Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Hongjun Li
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Fatemeh Sadat Majedi
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Chau Ly
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Zhen Gu
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Manish J Butte
- Division of Immunology, Allergy, and Rheumatology, Department of Pediatrics, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Song Li
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA.
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11
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Kim PH, Chen NY, Heizer PJ, Tu Y, Weston TA, Fong JLC, Gill NK, Rowat AC, Young SG, Fong LG. Nuclear membrane ruptures underlie the vascular pathology in a mouse model of Hutchinson-Gilford progeria syndrome. JCI Insight 2021; 6:151515. [PMID: 34423791 PMCID: PMC8409987 DOI: 10.1172/jci.insight.151515] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Accepted: 07/01/2021] [Indexed: 12/18/2022] Open
Abstract
The mutant nuclear lamin protein (progerin) produced in Hutchinson-Gilford progeria syndrome (HGPS) results in loss of arterial smooth muscle cells (SMCs), but the mechanism has been unclear. We found that progerin induces repetitive nuclear membrane (NM) ruptures, DNA damage, and cell death in cultured SMCs. Reducing lamin B1 expression and exposing cells to mechanical stress - to mirror conditions in the aorta - triggered more frequent NM ruptures. Increasing lamin B1 protein levels had the opposite effect, reducing NM ruptures and improving cell survival. Remarkably, raising lamin B1 levels increased nuclear compliance in cells and was able to offset the increased nuclear stiffness caused by progerin. In mice, lamin B1 expression in aortic SMCs is normally very low, and in mice with a targeted HGPS mutation (LmnaG609G), levels of lamin B1 decrease further with age while progerin levels increase. Those observations suggest that NM ruptures might occur in aortic SMCs in vivo. Indeed, studies in LmnaG609G mice identified NM ruptures in aortic SMCs, along with ultrastructural abnormalities in the cell nucleus that preceded SMC loss. Our studies identify NM ruptures in SMCs as likely causes of vascular pathology in HGPS.
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Affiliation(s)
- Paul H. Kim
- Department of Medicine
- Department of Bioengineering
| | - Natalie Y. Chen
- Department of Medicine
- Department of Integrative Biology and Physiology, and
| | | | | | | | | | | | - Amy C. Rowat
- Department of Bioengineering
- Department of Integrative Biology and Physiology, and
| | - Stephen G. Young
- Department of Medicine
- Department of Human Genetics, UCLA, Los Angeles, California, USA
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12
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Rowat AC, Soh M, Malan H, Jensen L, Schmidt L, Slusser W. Promoting an interdisciplinary food literacy framework to cultivate critical citizenship. J Am Coll Health 2021; 69:459-462. [PMID: 31689147 DOI: 10.1080/07448481.2019.1679149] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Revised: 08/03/2019] [Accepted: 10/06/2019] [Indexed: 06/10/2023]
Abstract
The goal of this viewpoint is to promote an integrated and holistic framework for food literacy on college campuses. We propose that a framework to promote an effective understanding of food should encompass social, political, scientific, and personal dimensions; integrating these elements into university curricula and campus culture can empower students to become more engaged food citizens, with implications for their own food choices, and also for the broader food system. Emerging findings show that curricular interventions designed to educate about food system-environment connections can motivate students to reduce red meat and increase vegetable consumption. This viewpoint also lays the foundation for future studies to quantify the impact of increased knowledge on food choices, which can ultimately impact the health and wellbeing of both people and the planet.
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Affiliation(s)
- Amy C Rowat
- Department of Integrative Biology & Physiology, University of California, Los Angeles, Los Angeles, CA, USA
- Semel Healthy Campus Initiative Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Michael Soh
- Center of Excellence Interprofessional Academic Homeless PACT, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA
| | - Hannah Malan
- Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA
| | - Leeane Jensen
- Campus Life Services, University of California, San Francisco, San Francisco, CA, USA
| | - Laura Schmidt
- Philip R. Lee Institute for Health Policy Studies, Department of Anthropology, History and Social Medicine, and Global Health Sciences School of Medicine, University of California at San Francisco, San Francisco, CA, USA
| | - Wendelin Slusser
- Semel Healthy Campus Initiative Center, University of California, Los Angeles, Los Angeles, CA, USA
- Fielding School of Public Health, University of California, Los Angeles, Los Angeles, CA, USA
- David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
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13
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Yu W, Lu QY, Sharma S, Ly C, Di Carlo D, Rowat AC, LeClaire M, Kim D, Chow C, Gimzewski JK, Rao J. Single Cell Mechanotype and Associated Molecular Changes in Urothelial Cell Transformation and Progression. Front Cell Dev Biol 2020; 8:601376. [PMID: 33330495 PMCID: PMC7711308 DOI: 10.3389/fcell.2020.601376] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 10/23/2020] [Indexed: 12/14/2022] Open
Abstract
Cancer cell mechanotype changes are newly recognized cancer phenotypic events, whereas metastatic cancer cells show decreased cell stiffness and increased deformability relative to normal cells. To further examine how cell mechanotype changes in early stages of cancer transformation and progression, an in vitro multi-step human urothelial cell carcinogenic model was used to measure cellular Young's modulus, deformability, and transit time using single-cell atomic force microscopy, microfluidic-based deformability cytometry, and quantitative deformability cytometry, respectively. Measurable cell mechanotype changes of stiffness, deformability, and cell transit time occur early in the transformation process. As cells progress from normal, to preinvasive, to invasive cells, Young's modulus of stiffness decreases and deformability increases gradually. These changes were confirmed in three-dimensional cultured microtumor masses and urine exfoliated cells directly from patients. Using gene screening and proteomics approaches, we found that the main molecular pathway implicated in cell mechanotype changes appears to be epithelial to mesenchymal transition.
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Affiliation(s)
- Weibo Yu
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Qing-Yi Lu
- Department of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Shivani Sharma
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Chau Ly
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Dino Di Carlo
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Amy C. Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Michael LeClaire
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, United States
| | - Donghyuk Kim
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Christine Chow
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - James K. Gimzewski
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA, United States
| | - Jianyu Rao
- Department of Pathology and Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA, United States
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14
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Tomiyama AJ, Kawecki NS, Rosenfeld DL, Jay JA, Rajagopal D, Rowat AC. Bridging the gap between the science of cultured meat and public perceptions. Trends Food Sci Technol 2020. [DOI: 10.1016/j.tifs.2020.07.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
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15
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Yokota T, McCourt J, Ma F, Ren S, Li S, Kim TH, Kurmangaliyev YZ, Nasiri R, Ahadian S, Nguyen T, Tan XHM, Zhou Y, Wu R, Rodriguez A, Cohn W, Wang Y, Whitelegge J, Ryazantsev S, Khademhosseini A, Teitell MA, Chiou PY, Birk DE, Rowat AC, Crosbie RH, Pellegrini M, Seldin M, Lusis AJ, Deb A. Type V Collagen in Scar Tissue Regulates the Size of Scar after Heart Injury. Cell 2020; 182:545-562.e23. [PMID: 32621799 PMCID: PMC7415659 DOI: 10.1016/j.cell.2020.06.030] [Citation(s) in RCA: 100] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2019] [Revised: 03/17/2020] [Accepted: 06/18/2020] [Indexed: 12/19/2022]
Abstract
Scar tissue size following myocardial infarction is an independent predictor of cardiovascular outcomes, yet little is known about factors regulating scar size. We demonstrate that collagen V, a minor constituent of heart scars, regulates the size of heart scars after ischemic injury. Depletion of collagen V led to a paradoxical increase in post-infarction scar size with worsening of heart function. A systems genetics approach across 100 in-bred strains of mice demonstrated that collagen V is a critical driver of postinjury heart function. We show that collagen V deficiency alters the mechanical properties of scar tissue, and altered reciprocal feedback between matrix and cells induces expression of mechanosensitive integrins that drive fibroblast activation and increase scar size. Cilengitide, an inhibitor of specific integrins, rescues the phenotype of increased post-injury scarring in collagen-V-deficient mice. These observations demonstrate that collagen V regulates scar size in an integrin-dependent manner.
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Affiliation(s)
- Tomohiro Yokota
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Cardiovascular Theme, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA
| | - Jackie McCourt
- Department of Integrative Biology and Physiology, University of California, CA 90095, USA
| | - Feiyang Ma
- Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA
| | - Shuxun Ren
- Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; Department of Anesthesiology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Shen Li
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Cardiovascular Theme, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA
| | - Tae-Hyung Kim
- Department of Integrative Biology and Physiology, University of California, CA 90095, USA
| | - Yerbol Z Kurmangaliyev
- Department of Biological Chemistry, David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Rohollah Nasiri
- California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA; Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Department of Mechanical Engineering, Sharif University of Technology, Tehran 11365-11155, Iran
| | - Samad Ahadian
- California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA; Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Terasaki Institute for Biomedical Innovation (TIBI), Los Angeles, CA 90024, USA
| | - Thang Nguyen
- Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA
| | - Xing Haw Marvin Tan
- California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA; Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
| | - Yonggang Zhou
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Cardiovascular Theme, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA
| | - Rimao Wu
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Cardiovascular Theme, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA
| | - Abraham Rodriguez
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Cardiovascular Theme, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA
| | - Whitaker Cohn
- Passarow Mass Spectrometry Laboratory, Semel Institute for Neuroscience and Behaviour, David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Yibin Wang
- Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; Department of Anesthesiology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Julian Whitelegge
- Passarow Mass Spectrometry Laboratory, Semel Institute for Neuroscience and Behaviour, David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Sergey Ryazantsev
- California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA
| | - Ali Khademhosseini
- California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA; Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Terasaki Institute for Biomedical Innovation (TIBI), Los Angeles, CA 90024, USA; Department of Chemical Engineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Department of Radiology, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA
| | - Michael A Teitell
- Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Department of Pathology and Laboratory Medicine, University of California, Los Angeles, CA 90095, USA
| | - Pei-Yu Chiou
- California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA; Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA; Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, CA 90095, USA
| | - David E Birk
- University of South Florida College of Medicine, Tampa, FL 33612, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, CA 90095, USA; Department of Bioengineering, School of Engineering, University of California, Los Angeles, CA 90095, USA
| | - Rachelle H Crosbie
- Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; Department of Integrative Biology and Physiology, University of California, CA 90095, USA
| | - Matteo Pellegrini
- Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA
| | - Marcus Seldin
- Department of Biological Chemistry and Center for Epigenetics and Metabolism, University of California, Irvine, CA 92697, USA
| | - Aldons J Lusis
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Genetics, David Geffen School of Medicine, Los Angeles, CA 90095, USA
| | - Arjun Deb
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; UCLA Cardiovascular Theme, David Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA; Department of Molecular, Cell and Developmental Biology, College of Letters and Sciences, University of California, Los Angeles, CA 90095, USA; Eli & Edythe Broad Center of Regenerative Medicine and Stem Cell Research, University of California, Los Angeles, CA 90095, USA; Molecular Biology Institute, University of California, Los Angeles, CA 90095, USA; California Nanosystems Institute, University of California, Los Angeles, CA 90095, USA.
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16
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Moose DL, Krog BL, Kim TH, Zhao L, Williams-Perez S, Burke G, Rhodes L, Vanneste M, Breheny P, Milhem M, Stipp CS, Rowat AC, Henry MD. Cancer Cells Resist Mechanical Destruction in Circulation via RhoA/Actomyosin-Dependent Mechano-Adaptation. Cell Rep 2020; 30:3864-3874.e6. [PMID: 32187555 PMCID: PMC7219793 DOI: 10.1016/j.celrep.2020.02.080] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 01/31/2020] [Accepted: 02/20/2020] [Indexed: 12/27/2022] Open
Abstract
During metastasis, cancer cells are exposed to potentially destructive hemodynamic forces including fluid shear stress (FSS) while en route to distant sites. However, prior work indicates that cancer cells are more resistant to brief pulses of high-level FSS in vitro relative to non-transformed epithelial cells. Herein, we identify a mechano-adaptive mechanism of FSS resistance in cancer cells. Our findings demonstrate that cancer cells activate RhoA in response to FSS, which protects them from FSS-induced plasma membrane damage. We show that cancer cells freshly isolated from mouse and human tumors are resistant to FSS, that formin and myosin II activity protects circulating tumor cells (CTCs) from destruction, and that short-term inhibition of myosin II delays metastasis in mouse models. Collectively, our data indicate that viable CTCs actively resist destruction by hemodynamic forces and are likely to be more mechanically robust than is commonly thought.
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Affiliation(s)
- Devon L Moose
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA; Cancer Biology Program, Biomedical Sciences, University of Iowa, Iowa City, IA 52242, USA
| | - Benjamin L Krog
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA; Department of Biomedical Engineering, College of Engineering, University of Iowa, Iowa City, IA 52242, USA
| | - Tae-Hyung Kim
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Lei Zhao
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | | | - Gretchen Burke
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Lillian Rhodes
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Marion Vanneste
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Patrick Breheny
- Department of Biostatistics, College of Public Health, University of Iowa, Iowa City, IA 52242, USA
| | - Mohammed Milhem
- Holden Comprehensive Cancer Center, Iowa City, IA 52242, USA; Division of Hematology and Oncology, Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA
| | - Christopher S Stipp
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA; Holden Comprehensive Cancer Center, Iowa City, IA 52242, USA; Department of Biology, University of Iowa, Iowa City, IA 52242, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Michael D Henry
- Department of Molecular Physiology and Biophysics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA; Cancer Biology Program, Biomedical Sciences, University of Iowa, Iowa City, IA 52242, USA; Holden Comprehensive Cancer Center, Iowa City, IA 52242, USA; Departments of Pathology, Urology and Radiation Oncology, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA.
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17
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Nguyen AV, Trompetto B, Tan XHM, Scott MB, Hu KHH, Deeds E, Butte MJ, Chiou PY, Rowat AC. Differential Contributions of Actin and Myosin to the Physical Phenotypes and Invasion of Pancreatic Cancer Cells. Cell Mol Bioeng 2020; 13:27-44. [PMID: 32030106 PMCID: PMC6981337 DOI: 10.1007/s12195-019-00603-1] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Accepted: 10/04/2019] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Metastasis is a fundamentally physical process in which cells deform through narrow gaps and generate forces to invade surrounding tissues. While it is commonly thought that increased cell deformability is an advantage for invading cells, we previously found that more invasive pancreatic ductal adenocarcinoma (PDAC) cells are stiffer than less invasive PDAC cells. Here we investigate potential mechanisms of the simultaneous increase in PDAC cell stiffness and invasion, focusing on the contributions of myosin II, Arp2/3, and formins. METHOD We measure cell invasion using a 3D scratch wound invasion assay and cell stiffness using atomic force microscopy (AFM). To determine the effects of actin- and myosin-mediated force generation on cell stiffness and invasion, we treat cells with pharmacologic inhibitors of myosin II (blebbistatin), Arp2/3 (CK-666), and formins (SMIFH2). RESULTS We find that the activity of myosin II, Arp2/3, and formins all contribute to the stiffness of PDAC cells. Interestingly, we find that the invasion of PDAC cell lines is differentially affected when the activity of myosin II, Arp2/3, or formins is inhibited, suggesting that despite having similar tissue origins, different PDAC cell lines may rely on different mechanisms for invasion. CONCLUSIONS These findings deepen our knowledge of the factors that regulate cancer cell mechanotype and invasion, and incite further studies to develop therapeutics that target multiple mechanisms of invasion for improved clinical benefit.
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Affiliation(s)
- Angelyn V. Nguyen
- Department of Integrative Biology and Physiology, University of California, 610 Charles E Young Dr. East, Los Angeles, CA 90095 USA
| | - Brittany Trompetto
- Department of Integrative Biology and Physiology, University of California, 610 Charles E Young Dr. East, Los Angeles, CA 90095 USA
| | | | - Michael B. Scott
- Department of Integrative Biology and Physiology, University of California, 610 Charles E Young Dr. East, Los Angeles, CA 90095 USA
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, USA
- Present Address: Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
- Department of Biomedical Engineering, Northwestern McCormick School of Engineering, Evanston, USA
| | | | - Eric Deeds
- Department of Integrative Biology and Physiology, University of California, 610 Charles E Young Dr. East, Los Angeles, CA 90095 USA
- Institute for Quantitative and Computational Biology, University of California, Los Angeles, USA
| | - Manish J. Butte
- Department of Pediatrics, University of California, Los Angeles, USA
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, USA
| | - Pei Yu Chiou
- Department of Bioengineering, University of California, Los Angeles, USA
- Department of Mechanical and Aerospace Engineering, University of California, Los Angeles, USA
| | - Amy C. Rowat
- Department of Integrative Biology and Physiology, University of California, 610 Charles E Young Dr. East, Los Angeles, CA 90095 USA
- Department of Bioengineering, University of California, Los Angeles, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, USA
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18
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Sano M, Kaji N, Rowat AC, Yasaki H, Shao L, Odaka H, Yasui T, Higashiyama T, Baba Y. Microfluidic Mechanotyping of a Single Cell with Two Consecutive Constrictions of Different Sizes and an Electrical Detection System. Anal Chem 2019; 91:12890-12899. [PMID: 31442026 DOI: 10.1021/acs.analchem.9b02818] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The mechanical properties of a cell, which include parameters such as elasticity, inner pressure, and tensile strength, are extremely important because changes in these properties are indicative of diseases ranging from diabetes to malignant transformation. Considering the heterogeneity within a population of cancer cells, a robust measurement system at the single cell level is required for research and in clinical purposes. In this study, a potential microfluidic device for high-throughput and practical mechanotyping were developed to investigate the deformability and sizes of cells through a single run. This mechanotyping device consisted of two different sizes of consecutive constrictions in a microchannel and measured the size of cells and related deformability during transit. Cell deformability was evaluated based on the transit and on the effects of cytoskeleton-affecting drugs, which were detected within 50 ms. The mechanotyping device was able to also measure a cell cycle without the use of fluorescent or protein tags.
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Affiliation(s)
- Mamiko Sano
- Department of Biomolecular Engineering, Graduate School of Engineering , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Institute of Nano-Life-Systems, Institutes of Innovation for Future Society , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan
| | - Noritada Kaji
- Institute of Nano-Life-Systems, Institutes of Innovation for Future Society , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Department of Applied Chemistry, Graduate School of Engineering , Kyushu University , Moto-oka 744 , Nishi-ku, Fukuoka 819-0395 , Japan.,Japan Science and Technology Agency, PRESTO , 4-1-8 Honcho , Kawaguchi , Saitama 332-0012 , Japan
| | - Amy C Rowat
- Department of Integrative Biology & Physiology , University of California Los Angeles , 610 Charles E Young Dr. East , Los Angeles , California 90095 , United States
| | - Hirotoshi Yasaki
- Department of Biomolecular Engineering, Graduate School of Engineering , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Institute of Nano-Life-Systems, Institutes of Innovation for Future Society , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan
| | - Long Shao
- AGC Inc. , Suehiro 1-1 , Tsurumi-ku, Yokohama City , Kanagawa 230-0045 , Japan
| | - Hidefumi Odaka
- AGC Inc. , Suehiro 1-1 , Tsurumi-ku, Yokohama City , Kanagawa 230-0045 , Japan
| | - Takao Yasui
- Department of Biomolecular Engineering, Graduate School of Engineering , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Institute of Nano-Life-Systems, Institutes of Innovation for Future Society , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Japan Science and Technology Agency, PRESTO , 4-1-8 Honcho , Kawaguchi , Saitama 332-0012 , Japan
| | - Tetsuya Higashiyama
- Institute of Transformative Bio-Molecules (ITbM) , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8602 , Japan.,Division of Biological Science, Graduate School of Science , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8602 , Japan
| | - Yoshinobu Baba
- Department of Biomolecular Engineering, Graduate School of Engineering , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Institute of Nano-Life-Systems, Institutes of Innovation for Future Society , Nagoya University , Furo-cho , Chikusa-ku, Nagoya 464-8603 , Japan.,Health Research Institute, National Institute of Advanced Industrial Science and Technology (AIST) , Hayashi-cho 2217-14 , Takamatsu 761-0395 , Japan.,College of Pharmacy , Kaohsiung Medical University , 100, Shih-Chuan First Road , Kaohsiung , 807 , Taiwan, R.O.C
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19
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Gunaratne PH, Pan Y, Rao AK, Lin C, Hernandez‐Herrera A, Liang K, Rait AS, Venkatanarayan A, Benham AL, Rubab F, Kim SS, Rajapakshe K, Chan CK, Mangala LS, Lopez‐Berestein G, Sood AK, Rowat AC, Coarfa C, Pirollo KF, Flores ER, Chang EH. Activating p53 family member TAp63: A novel therapeutic strategy for targeting p53-altered tumors. Cancer 2019; 125:2409-2422. [PMID: 31012964 PMCID: PMC6617807 DOI: 10.1002/cncr.32053] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Revised: 11/25/2018] [Accepted: 12/17/2018] [Indexed: 01/13/2023]
Abstract
BACKGROUND Over 96% of high-grade ovarian carcinomas and 50% of all cancers are characterized by alterations in the p53 gene. Therapeutic strategies to restore and/or reactivate the p53 pathway have been challenging. By contrast, p63, which shares many of the downstream targets and functions of p53, is rarely mutated in cancer. METHODS A novel strategy is presented for circumventing alterations in p53 by inducing the tumor-suppressor isoform TAp63 (transactivation domain of tumor protein p63) through its direct downstream target, microRNA-130b (miR-130b), which is epigenetically silenced and/or downregulated in chemoresistant ovarian cancer. RESULTS Treatment with miR-130b resulted in: 1) decreased migration/invasion in HEYA8 cells (p53 wild-type) and disruption of multicellular spheroids in OVCAR8 cells (p53-mutant) in vitro, 2) sensitization of HEYA8 and OVCAR8 cells to cisplatin (CDDP) in vitro and in vivo, and 3) transcriptional activation of TAp63 and the B-cell lymphoma (Bcl)-inhibitor B-cell lymphoma 2-like protein 11 (BIM). Overexpression of TAp63 was sufficient to decrease cell viability, suggesting that it is a critical downstream effector of miR-130b. In vivo, combined miR-130b plus CDDP exhibited greater therapeutic efficacy than miR-130b or CDDP alone. Mice that carried OVCAR8 xenograft tumors and were injected with miR-130b in 1,2-dioleoyl-sn-glycero-3-phosphatidylcholine (DOPC) liposomes had a significant decrease in tumor burden at rates similar to those observed in CDDP-treated mice, and 20% of DOPC-miR-130b plus CDDP-treated mice were living tumor free. Systemic injections of scL-miR-130b plus CDDP in a clinically tested, tumor-targeted nanocomplex (scL) improved survival in 60% and complete remissions in 40% of mice that carried HEYA8 xenografts. CONCLUSIONS The miR-130b/TAp63 axis is proposed as a new druggable pathway that has the potential to uncover broad-spectrum therapeutic options for the majority of p53-altered cancers.
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Affiliation(s)
- Preethi H. Gunaratne
- Department of Biochemistry and BiologyUniversity of HoustonHoustonTexas
- Department of Molecular and Cell BiologyBaylor College of MedicineHoustonTexas
- Human Genome Sequencing CenterBaylor College of MedicineHoustonTexas
- Lester and Sue Smith Breast CenterBaylor College of MedicineHoustonTexas
| | - Yinghong Pan
- Department of Biochemistry and BiologyUniversity of HoustonHoustonTexas
- UPMC Genome CenterPittsburghPennsylvania
| | - Abhi K. Rao
- Department of Oncology, Lombardi Comprehensive Cancer CenterGeorgetown UniversityWashingtonDistrict of Columbia
| | - Chunru Lin
- Department of Molecular and Cellular Oncology, Division of Basic ScienceThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | | | - Ke Liang
- Department of Molecular and Cellular Oncology, Division of Basic ScienceThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Antonina S. Rait
- Department of Oncology, Lombardi Comprehensive Cancer CenterGeorgetown UniversityWashingtonDistrict of Columbia
| | - Avinashnarayan Venkatanarayan
- Department of Molecular and Cellular Oncology, Division of Basic ScienceThe University of Texas MD Anderson Cancer CenterHoustonTexas
- Genentech, Inc.South San FranciscoCalifornia
| | - Ashley L. Benham
- Department of Biochemistry and BiologyUniversity of HoustonHoustonTexas
- 10X Genomics Inc.PleasantonCalifornia
| | | | - Sang Soo Kim
- Department of Oncology, Lombardi Comprehensive Cancer CenterGeorgetown UniversityWashingtonDistrict of Columbia
- SynerGene Therapeutics, Inc.PotomacMaryland
| | - Kimal Rajapakshe
- Department of Molecular and Cell BiologyBaylor College of MedicineHoustonTexas
| | - Clara K. Chan
- Department of Integrative Biology and PhysiologyUniversity of CaliforniaLos AngelesCalifornia
| | - Lingegowda S. Mangala
- Gynecologic Oncology and Reproductive MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexas
- Center for RNAi and Non-Coding RNAsThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Gabriel Lopez‐Berestein
- Center for RNAi and Non-Coding RNAsThe University of Texas MD Anderson Cancer CenterHoustonTexas
- Department of Experimental TherapeuticsThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Anil K. Sood
- Gynecologic Oncology and Reproductive MedicineThe University of Texas MD Anderson Cancer CenterHoustonTexas
- Center for RNAi and Non-Coding RNAsThe University of Texas MD Anderson Cancer CenterHoustonTexas
| | - Amy C. Rowat
- Department of Integrative Biology and PhysiologyUniversity of CaliforniaLos AngelesCalifornia
| | - Cristian Coarfa
- Department of Molecular and Cell BiologyBaylor College of MedicineHoustonTexas
| | - Kathleen F. Pirollo
- Department of Oncology, Lombardi Comprehensive Cancer CenterGeorgetown UniversityWashingtonDistrict of Columbia
| | - Elsa R. Flores
- Department of Molecular and Cellular Oncology, Division of Basic ScienceThe University of Texas MD Anderson Cancer CenterHoustonTexas
- Department of Molecular OncologyCancer Biology and Evolution Program, Moffitt Cancer CenterTampaFlorida
| | - Esther H. Chang
- Department of Oncology, Lombardi Comprehensive Cancer CenterGeorgetown UniversityWashingtonDistrict of Columbia
- SynerGene Therapeutics, Inc.PotomacMaryland
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20
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Gill NK, Ly C, Kim PH, Saunders CA, Fong LG, Young SG, Luxton GWG, Rowat AC. DYT1 Dystonia Patient-Derived Fibroblasts Have Increased Deformability and Susceptibility to Damage by Mechanical Forces. Front Cell Dev Biol 2019; 7:103. [PMID: 31294022 PMCID: PMC6606767 DOI: 10.3389/fcell.2019.00103] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2018] [Accepted: 05/27/2019] [Indexed: 12/24/2022] Open
Abstract
DYT1 dystonia is a neurological movement disorder that is caused by a loss-of-function mutation in the DYT1/TOR1A gene, which encodes torsinA, a conserved luminal ATPases-associated with various cellular activities (AAA+) protein. TorsinA is required for the assembly of functional linker of nucleoskeleton and cytoskeleton (LINC) complexes, and consequently the mechanical integration of the nucleus and the cytoskeleton. Despite the potential implications of altered mechanobiology in dystonia pathogenesis, the role of torsinA in regulating cellular mechanical phenotype, or mechanotype, in DYT1 dystonia remains unknown. Here, we define the deformability of mouse fibroblasts lacking functional torsinA as well as human fibroblasts isolated from DYT1 dystonia patients. We find that the deletion of torsinA or the expression of torsinA containing the DYT1 dystonia-causing ΔE302/303 (ΔE) mutation results in more deformable cells. We observe a similar increased deformability of mouse fibroblasts that lack lamina-associated polypeptide 1 (LAP1), which interacts with and stimulates the ATPase activity of torsinA in vitro, as well as with the absence of the LINC complex proteins, Sad1/UNC-84 1 (SUN1) and SUN2, lamin A/C, or lamin B1. Consistent with these findings, we also determine that DYT1 dystonia patient-derived fibroblasts are more compliant than fibroblasts isolated from unafflicted individuals. DYT1 dystonia patient-derived fibroblasts also exhibit increased nuclear strain and decreased viability following mechanical stretch. Taken together, our results establish the foundation for future mechanistic studies of the role of cellular mechanotype and LINC-dependent nuclear-cytoskeletal coupling in regulating cell survival following exposure to mechanical stresses.
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Affiliation(s)
- Navjot Kaur Gill
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, United States
| | - Chau Ly
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Paul H Kim
- Department of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Cosmo A Saunders
- Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, MN, United States
| | - Loren G Fong
- Department of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Stephen G Young
- Department of Medicine, University of California, Los Angeles, Los Angeles, CA, United States.,Department of Human Genetics, University of California, Los Angeles, Los Angeles, CA, United States.,Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, United States
| | - G W Gant Luxton
- Department of Genetics, Cell Biology, and Development, University of Minnesota, Minneapolis, MN, United States.,Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, United States
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, United States
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21
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Nyberg KD, Bruce SL, Nguyen AV, Chan CK, Gill NK, Kim TH, Sloan EK, Rowat AC. Predicting cancer cell invasion by single-cell physical phenotyping. Integr Biol (Camb) 2019; 10:218-231. [PMID: 29589844 DOI: 10.1039/c7ib00222j] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
The physical properties of cells are promising biomarkers for cancer diagnosis and prognosis. Here we determine the physical phenotypes that best distinguish human cancer cell lines, and their relationship to cell invasion. We use the high throughput, single-cell microfluidic method, quantitative deformability cytometry (q-DC), to measure six physical phenotypes including elastic modulus, cell fluidity, transit time, entry time, cell size, and maximum strain at rates of 102 cells per second. By training a k-nearest neighbor machine learning algorithm, we demonstrate that multiparameter analysis of physical phenotypes enhances the accuracy of classifying cancer cell lines compared to single parameters alone. We also discover a set of four physical phenotypes that predict invasion; using these four parameters, we generate the physical phenotype model of invasion by training a multiple linear regression model with experimental data from a set of human ovarian cancer cells that overexpress a panel of tumor suppressor microRNAs. We validate the model by predicting invasion based on measured physical phenotypes of breast and ovarian human cancer cell lines that are subject to genetic or pharmacologic perturbations. Taken together, our results highlight how physical phenotypes of single cells provide a biomarker to predict the invasion of cancer cells.
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Affiliation(s)
- Kendra D Nyberg
- Department of Integrative Biology and Physiology, University of California, 610 Charles E. Young Dr East, Los Angeles, CA 90095, USA.
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22
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Kim TH, Ly C, Christodoulides A, Nowell CJ, Gunning PW, Sloan EK, Rowat AC. Stress hormone signaling through β-adrenergic receptors regulates macrophage mechanotype and function. FASEB J 2019; 33:3997-4006. [PMID: 30509116 PMCID: PMC6404566 DOI: 10.1096/fj.201801429rr] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Accepted: 11/05/2018] [Indexed: 12/11/2022]
Abstract
Critical functions of immune cells require them to rapidly change their shape and generate forces in response to cues from their surrounding environment. However, little is known about how soluble factors that may be present in the microenvironment modulate key aspects of cellular mechanobiology-such as immune cell deformability and force generation-to impact functions such as phagocytosis and migration. Here we show that signaling by soluble stress hormones through β-adrenoceptors (β-AR) reduces the deformability of macrophages; this is dependent on changes in the organization of the actin cytoskeleton and is associated with functional changes in phagocytosis and migration. Pharmacologic interventions reveal that the impact of β-AR signaling on macrophage deformability is dependent on actin-related proteins 2/3, indicating that stress hormone signaling through β-AR shifts actin organization to favor branched structures rather than linear unbranched actin filaments. These findings show that through remodeling of the actin cytoskeleton, β-AR-mediated stress hormone signaling modulates macrophage mechanotype to impact functions that play a critical role in immune response.-Kim, T.-H., Ly, C., Christodoulides, A., Nowell, C. J., Gunning, P. W., Sloan, E. K., Rowat, A. C. Stress hormone signaling through β-adrenergic receptors regulates macrophage mechanotype and function.
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Affiliation(s)
- Tae-Hyung Kim
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California, USA
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, California, USA
| | - Chau Ly
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California, USA
- Department of Bioengineering, University of California, Los Angeles, California, USA
| | - Alexei Christodoulides
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California, USA
| | - Cameron J. Nowell
- Drug Discovery Biology Theme, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia
| | - Peter W. Gunning
- School of Medical Sciences, University of New South Wales Sydney, Kensington, New South Wales, Australia
| | - Erica K. Sloan
- Cousins Center for Psychoneuroimmunology, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, California, USA
- UCLA Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California, USA
- Drug Discovery Biology Theme, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria, Australia
- Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Victoria, Australia; and
- UCLA AIDS Institute, University of California, Los Angeles, California, USA
| | - Amy C. Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California, USA
- Department of Bioengineering, University of California, Los Angeles, California, USA
- UCLA Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California, USA
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23
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Gill NK, Ly C, Nyberg KD, Lee L, Qi D, Tofig B, Reis-Sobreiro M, Dorigo O, Rao J, Wiedemeyer R, Karlan B, Lawrenson K, Freeman MR, Damoiseaux R, Rowat AC. A scalable filtration method for high throughput screening based on cell deformability. Lab Chip 2019; 19:343-357. [PMID: 30566156 DOI: 10.1039/c8lc00922h] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Cell deformability is a label-free biomarker of cell state in physiological and disease contexts ranging from stem cell differentiation to cancer progression. Harnessing deformability as a phenotype for screening applications requires a method that can simultaneously measure the deformability of hundreds of cell samples and can interface with existing high throughput facilities. Here we present a scalable cell filtration device, which relies on the pressure-driven deformation of cells through a series of pillars that are separated by micron-scale gaps on the timescale of seconds: less deformable cells occlude the gaps more readily than more deformable cells, resulting in decreased filtrate volume which is measured using a plate reader. The key innovation in this method is that we design customized arrays of individual filtration devices in a standard 96-well format using soft lithography, which enables multiwell input samples and filtrate outputs to be processed with higher throughput using automated pipette arrays and plate readers. To validate high throughput filtration to detect changes in cell deformability, we show the differential filtration of human ovarian cancer cells that have acquired cisplatin-resistance, which is corroborated with cell stiffness measurements using quantitative deformability cytometry. We also demonstrate differences in the filtration of human cancer cell lines, including ovarian cancer cells that overexpress transcription factors (Snail, Slug), which are implicated in epithelial-to-mesenchymal transition; breast cancer cells (malignant versus benign); and prostate cancer cells (highly versus weekly metastatic). We additionally show how the filtration of ovarian cancer cells is affected by treatment with drugs known to perturb the cytoskeleton and the nucleus. Our results across multiple cancer cell types with both genetic and pharmacologic manipulations demonstrate the potential of this scalable filtration device to screen cells based on their deformability.
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Affiliation(s)
- Navjot Kaur Gill
- Department of Integrative Biology and Physiology, University of California Los Angeles, Los Angeles, California, USA.
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24
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Reis-Sobreiro M, Chen JF, Novitskaya T, You S, Morley S, Steadman K, Gill NK, Eskaros A, Rotinen M, Chu CY, Chung LWK, Tanaka H, Yang W, Knudsen BS, Tseng HR, Rowat AC, Posadas EM, Zijlstra A, Di Vizio D, Freeman MR. Emerin Deregulation Links Nuclear Shape Instability to Metastatic Potential. Cancer Res 2018; 78:6086-6097. [PMID: 30154147 DOI: 10.1158/0008-5472.can-18-0608] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Revised: 06/13/2018] [Accepted: 08/22/2018] [Indexed: 01/21/2023]
Abstract
Abnormalities in nuclear shape are a well-known feature of cancer, but their contribution to malignant progression remains poorly understood. Here, we show that depletion of the cytoskeletal regulator, Diaphanous-related formin 3 (DIAPH3), or the nuclear membrane-associated proteins, lamin A/C, in prostate and breast cancer cells, induces nuclear shape instability, with a corresponding gain in malignant properties, including secretion of extracellular vesicles that contain genomic material. This transformation is characterized by a reduction and/or mislocalization of the inner nuclear membrane protein, emerin. Consistent with this, depletion of emerin evokes nuclear shape instability and promotes metastasis. By visualizing emerin localization, evidence for nuclear shape instability was observed in cultured tumor cells, in experimental models of prostate cancer, in human prostate cancer tissues, and in circulating tumor cells from patients with metastatic disease. Quantitation of emerin mislocalization discriminated cancer from benign tissue and correlated with disease progression in a prostate cancer cohort. Taken together, these results identify emerin as a mediator of nuclear shape stability in cancer and show that destabilization of emerin can promote metastasis.Significance: This study identifies a novel mechanism integrating the control of nuclear structure with the metastatic phenotype, and our inclusion of two types of human specimens (cancer tissues and circulating tumor cells) demonstrates direct relevance to human cancer.Graphical Abstract: http://cancerres.aacrjournals.org/content/canres/78/21/6086/F1.large.jpg Cancer Res; 78(21); 6086-97. ©2018 AACR.
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Affiliation(s)
- Mariana Reis-Sobreiro
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Jie-Fu Chen
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Tatiana Novitskaya
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee
| | - Sungyong You
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Samantha Morley
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Kenneth Steadman
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Navjot Kaur Gill
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California
| | - Adel Eskaros
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee
| | - Mirja Rotinen
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Chia-Yi Chu
- Urologic Oncology Program/Uro-Oncology Research Laboratories, Samuel Oschin Comprehensive Center Institute, Cedars-Sinai Medical Center, Los Angeles, California.,Division of Hematology/Oncology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Leland W K Chung
- Urologic Oncology Program/Uro-Oncology Research Laboratories, Samuel Oschin Comprehensive Center Institute, Cedars-Sinai Medical Center, Los Angeles, California.,Division of Hematology/Oncology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Hisashi Tanaka
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Wei Yang
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California
| | - Beatrice S Knudsen
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California.,Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Hsian-Rong Tseng
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, California
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California
| | - Edwin M Posadas
- Urologic Oncology Program/Uro-Oncology Research Laboratories, Samuel Oschin Comprehensive Center Institute, Cedars-Sinai Medical Center, Los Angeles, California.,Division of Hematology/Oncology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Andries Zijlstra
- Department of Pathology, Microbiology and Immunology, Vanderbilt University, Nashville, Tennessee.,Vanderbilt-Ingram Cancer Center, Nashville, Tennessee
| | - Dolores Di Vizio
- Department of Pathology and Laboratory Medicine, Cedars-Sinai Medical Center, Los Angeles, California
| | - Michael R Freeman
- Division of Cancer Biology and Therapeutics, Department of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California.
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25
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Kaur Gill N, Dee Nyberg K, Qi D, Tofiq B, Damoiseaux R, Rowat AC. High-Throughput Cell Deformability Screening to Identify Novel Anti-Cancer Compounds. Biophys J 2018. [DOI: 10.1016/j.bpj.2017.11.1829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
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26
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Rowat AC, Kim TH, Sloan EK. Neural Signaling Regulates Cancer Cell Physical Phenotypes. Biophys J 2018. [DOI: 10.1016/j.bpj.2017.11.2813] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
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27
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Nyberg KD, Hu KH, Kleinman SH, Khismatullin DB, Butte MJ, Rowat AC. Quantitative Deformability Cytometry: Rapid, Calibrated Measurements of Cell Mechanical Properties. Biophys J 2017; 113:1574-1584. [PMID: 28978449 DOI: 10.1016/j.bpj.2017.06.073] [Citation(s) in RCA: 88] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2016] [Revised: 06/14/2017] [Accepted: 06/29/2017] [Indexed: 11/29/2022] Open
Abstract
Advances in methods that determine cell mechanical phenotype, or mechanotype, have demonstrated the utility of biophysical markers in clinical and research applications ranging from cancer diagnosis to stem cell enrichment. Here, we introduce quantitative deformability cytometry (q-DC), a method for rapid, calibrated, single-cell mechanotyping. We track changes in cell shape as cells deform into microfluidic constrictions, and we calibrate the mechanical stresses using gel beads. We observe that time-dependent strain follows power-law rheology, enabling single-cell measurements of apparent elastic modulus, Ea, and power-law exponent, β. To validate our method, we mechanotype human promyelocytic leukemia (HL-60) cells and thereby confirm q-DC measurements of Ea = 0.53 ± 0.04 kPa. We also demonstrate that q-DC is sensitive to pharmacological perturbations of the cytoskeleton as well as differences in the mechanotype of human breast cancer cell lines (Ea = 2.1 ± 0.1 and 0.80 ± 0.19 kPa for MCF-7 and MDA-MB-231 cells). To establish an operational framework for q-DC, we investigate the effects of applied stress and cell/pore-size ratio on mechanotype measurements. We show that Ea increases with applied stress, which is consistent with stress stiffening behavior of cells. We also find that Ea increases for larger cell/pore-size ratios, even when the same applied stress is maintained; these results indicate strain stiffening and/or dependence of mechanotype on deformation depth. Taken together, the calibrated measurements enabled by q-DC should advance applications of cell mechanotype in basic research and clinical settings.
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Affiliation(s)
- Kendra D Nyberg
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California; Department of Bioengineering, University of California, Los Angeles, California
| | - Kenneth H Hu
- Department of Physics, Stanford University, Stanford, California
| | - Sara H Kleinman
- Department of Pediatrics, Stanford University, Stanford, California
| | | | - Manish J Butte
- Department of Pediatrics, University of California, Los Angeles, California; Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, California
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California; Department of Bioengineering, University of California, Los Angeles, California; UCLA Jonsson Comprehensive Cancer Center, University of California, Los Angeles, California; Broad Stem Cell Research Center, University of California, Los Angeles, California; Center for Biological Physics, University of California, Los Angeles, California.
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28
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Gill NK, Gill NK, Qi D, Kim TH, Chan C, Nguyen A, Nyberg KD, Rowat AC. A protocol for screening cells based on deformability using parallel microfiltration. ACTA ACUST UNITED AC 2017. [DOI: 10.1038/protex.2017.101] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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29
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Pan Y, Robertson G, Pedersen L, Lim E, Hernandez-Herrera A, Rowat AC, Patil SL, Chan CK, Wen Y, Zhang X, Basu-Roy U, Mansukhani A, Chu A, Sipahimalani P, Bowlby R, Brooks D, Thiessen N, Coarfa C, Ma Y, Moore RA, Schein JE, Mungall AJ, Liu J, Pecot CV, Sood AK, Jones SJM, Marra MA, Gunaratne PH. Correction: miR-509-3p is clinically significant and strongly attenuates cellular migration and multi-cellular spheroids in ovarian cancer. Oncotarget 2017; 8:17406. [PMID: 28403581 PMCID: PMC5370050 DOI: 10.18632/oncotarget.15921] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
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30
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Abstract
Wrinkling of thin films and membranes can occur due to various mechanisms such as growth and/or mismatch between the mechanical properties of the film and substrate. However, the physical origins of dynamic wrinkling in soft membranes are still not fully understood. Here we use milk skin as a tractable experimental system to investigate the physics of wrinkle formation in a thin, poroelastic film. Upon heating milk, a micron-thick hydrogel of denatured proteins and fat globules forms at the air-water interface. Over time, we observe an increase in the total length of wrinkles. By confocal imaging and profilometry, we determine that the composition and thickness of the milk skin appears to be homogeneous over the length scale of the wrinkles, excluding differences in milk skin composition as a major contributor to wrinkling. To explain the physical origins of wrinkle growth, we describe theory that considers the milk skin as a thin, poroelastic film where pressure is generated by the evaporative-driven flow of solvent across the film; this imparts in-plane stresses in the milk skin, which cause wrinkling. Viscous effects can explain the time-dependent growth of wrinkles. Our theoretical predictions of the effects of relative humidity on the total length of wrinkles over time are consistent with our experimental results. Our findings provide insight into the physics of the common phenomenon of milk skin wrinkling, and identify hydration gradients as another physical mechanism that can drive morphological instabilities in soft matter.
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Affiliation(s)
- Arthur A Evans
- Department of Mathematics, University of Wisconsin, Madison, Madison, USA
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31
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Nguyen AV, Nyberg KD, Scott MB, Welsh AM, Nguyen AH, Wu N, Hohlbauch SV, Geisse NA, Gibb EA, Robertson AG, Donahue TR, Rowat AC. Stiffness of pancreatic cancer cells is associated with increased invasive potential. Integr Biol (Camb) 2016; 8:1232-1245. [PMID: 27761545 PMCID: PMC5866717 DOI: 10.1039/c6ib00135a] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Metastasis is a fundamentally physical process in which cells are required to deform through narrow gaps as they invade surrounding tissues and transit to distant sites. In many cancers, more invasive cells are more deformable than less invasive cells, but the extent to which mechanical phenotype, or mechanotype, can predict disease aggressiveness in pancreatic ductal adenocarcinoma (PDAC) remains unclear. Here we investigate the invasive potential and mechanical properties of immortalized PDAC cell lines derived from primary tumors and a secondary metastatic site, as well as noncancerous pancreatic ductal cells. To investigate how invasive behavior is associated with cell mechanotype, we flow cells through micron-scale pores using parallel microfiltration and microfluidic deformability cytometry; these results show that the ability of PDAC cells to passively transit through pores is only weakly correlated with their invasive potential. We also measure the Young's modulus of pancreatic ductal cells using atomic force microscopy, which reveals that there is a strong association between cell stiffness and invasive potential in PDAC cells. To determine the molecular origins of the variability in mechanotype across our PDAC cell lines, we analyze RNAseq data for genes that are known to regulate cell mechanotype. Our results show that vimentin, actin, and lamin A are among the most differentially expressed mechanoregulating genes across our panel of PDAC cell lines, as well as a cohort of 38 additional PDAC cell lines. We confirm levels of these proteins across our cell panel using immunoblotting, and find that levels of lamin A increase with both invasive potential and Young's modulus. Taken together, we find that stiffer PDAC cells are more invasive than more compliant cells, which challenges the paradigm that decreased cell stiffness is a hallmark of metastatic potential.
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Affiliation(s)
- Angelyn V Nguyen
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA.
| | - Kendra D Nyberg
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA. and Department of Bioengineering, University of California, Los Angeles, USA
| | - Michael B Scott
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA.
| | - Alia M Welsh
- Department of Microbiology, Immunology, and Molecular Genetics, University of California, Los Angeles, USA
| | - Andrew H Nguyen
- Department of General Surgery, University of California, Los Angeles, USA
| | - Nanping Wu
- Department of General Surgery, University of California, Los Angeles, USA
| | - Sophia V Hohlbauch
- Asylum Research, an Oxford Instruments Company, Santa Barbara, California, USA
| | - Nicholas A Geisse
- Asylum Research, an Oxford Instruments Company, Santa Barbara, California, USA
| | - Ewan A Gibb
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - A Gordon Robertson
- Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Timothy R Donahue
- Department of General Surgery, University of California, Los Angeles, USA and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA. and Department of Bioengineering, University of California, Los Angeles, USA and Jonsson Comprehensive Cancer Center, University of California, Los Angeles, USA
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32
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Kim TH, Gill NK, Nyberg KD, Nguyen AV, Hohlbauch SV, Geisse NA, Nowell CJ, Sloan EK, Rowat AC. Cancer cells become less deformable and more invasive with activation of β-adrenergic signaling. J Cell Sci 2016; 129:4563-4575. [PMID: 27875276 DOI: 10.1242/jcs.194803] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 11/06/2016] [Indexed: 12/22/2022] Open
Abstract
Invasion by cancer cells is a crucial step in metastasis. An oversimplified view in the literature is that cancer cells become more deformable as they become more invasive. β-adrenergic receptor (βAR) signaling drives invasion and metastasis, but the effects on cell deformability are not known. Here, we show that activation of β-adrenergic signaling by βAR agonists reduces the deformability of highly metastatic human breast cancer cells, and that these stiffer cells are more invasive in vitro We find that βAR activation also reduces the deformability of ovarian, prostate, melanoma and leukemia cells. Mechanistically, we show that βAR-mediated cell stiffening depends on the actin cytoskeleton and myosin II activity. These changes in cell deformability can be prevented by pharmacological β-blockade or genetic knockout of the β2-adrenergic receptor. Our results identify a β2-adrenergic-Ca2+-actin axis as a new regulator of cell deformability, and suggest that the relationship between cell mechanical properties and invasion might be dependent on context.
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Affiliation(s)
- Tae-Hyung Kim
- Department of Integrative Biology and Physiology, University of California, Los Angeles 90095, USA.,Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles 90095, USA
| | - Navjot Kaur Gill
- Department of Integrative Biology and Physiology, University of California, Los Angeles 90095, USA
| | - Kendra D Nyberg
- Department of Integrative Biology and Physiology, University of California, Los Angeles 90095, USA.,Department of Bioengineering, University of California, Los Angeles 90095, USA
| | - Angelyn V Nguyen
- Department of Integrative Biology and Physiology, University of California, Los Angeles 90095, USA
| | - Sophia V Hohlbauch
- Asylum Research, an Oxford Instruments Company, Santa Barbara, CA 93117, USA
| | - Nicholas A Geisse
- Asylum Research, an Oxford Instruments Company, Santa Barbara, CA 93117, USA
| | - Cameron J Nowell
- Drug Discovery Biology Theme, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia
| | - Erica K Sloan
- Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles 90095, USA.,Drug Discovery Biology Theme, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia.,Division of Cancer Surgery, Peter MacCallum Cancer Centre, Melbourne, Victoria 3000, Australia.,UCLA Jonsson Comprehensive Cancer Center, University of California, Los Angeles 90095, USA.,UCLA AIDS Institute, University of California, Los Angeles 90095, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles 90095, USA .,Department of Bioengineering, University of California, Los Angeles 90095, USA.,UCLA Jonsson Comprehensive Cancer Center, University of California, Los Angeles 90095, USA
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33
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Chan CK, Pan Y, Nyberg K, Marra MA, Lim EL, Jones SJM, Maar D, Gibb EA, Gunaratne PH, Robertson AG, Rowat AC. Tumour-suppressor microRNAs regulate ovarian cancer cell physical properties and invasive behaviour. Open Biol 2016; 6:160275. [PMID: 27906134 PMCID: PMC5133448 DOI: 10.1098/rsob.160275] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Accepted: 11/03/2016] [Indexed: 12/12/2022] Open
Abstract
The activities of pathways that regulate malignant transformation can be influenced by microRNAs (miRs). Recently, we showed that increased expression of five tumour-suppressor miRs, miR-508-3p, miR-508-5p, miR-509-3p, miR-509-5p and miR-130b-3p, correlate with improved clinical outcomes in human ovarian cancer patients, and that miR-509-3p attenuates invasion of ovarian cancer cell lines. Here, we investigate the mechanism underlying this reduced invasive potential by assessing the impact of these five miRs on the physical properties of cells. Human ovarian cancer cells (HEYA8, OVCAR8) that are transfected with miR mimics representing these five miRs exhibit decreased invasion through collagen matrices, increased cell size and reduced deformability as measured by microfiltration and microfluidic assays. To understand the molecular basis of altered invasion and deformability induced by these miRs, we use predicted and validated mRNA targets that encode structural and signalling proteins that regulate cell mechanical properties. Combined with analysis of gene transcripts by real-time PCR and image analysis of F-actin in single cells, our results suggest that these tumour-suppressor miRs may alter cell physical properties by regulating the actin cytoskeleton. Our findings provide biophysical insights into how tumour-suppressor miRs can regulate the invasive behaviour of ovarian cancer cells, and identify potential therapeutic targets that may be implicated in ovarian cancer progression.
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Affiliation(s)
- Clara K Chan
- Department of Integrative Biology and Physiology, University of California Los Angeles, Los Angeles, CA, USA
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Yinghong Pan
- Department of Biochemistry and Biology, University of Houston, Houston, TX, USA
| | - Kendra Nyberg
- Department of Integrative Biology and Physiology, University of California Los Angeles, Los Angeles, CA, USA
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
| | - Marco A Marra
- British Columbia Cancer Agency, Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
| | - Emilia L Lim
- British Columbia Cancer Agency, Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia, Canada
| | - Steven J M Jones
- British Columbia Cancer Agency, Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia, Canada
- Department of Medical Genetics, University of British Columbia, Vancouver, British Columbia, Canada
- Department of Molecular Biology and Biochemistry, Simon Fraser University, Burnaby, British Columbia, Canada
| | - Dianna Maar
- Bio-Rad Laboratories, The Digital Biology Center, Pleasanton, CA, USA
| | - Ewan A Gibb
- British Columbia Cancer Agency, Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia, Canada
| | - Preethi H Gunaratne
- Department of Biochemistry and Biology, University of Houston, Houston, TX, USA
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX, USA
- Human Genome Sequencing Center, Baylor College of Medicine, Houston, TX, USA
| | - A Gordon Robertson
- British Columbia Cancer Agency, Canada's Michael Smith Genome Sciences Centre, Vancouver, British Columbia, Canada
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California Los Angeles, Los Angeles, CA, USA
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California Los Angeles, Los Angeles, CA, USA
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34
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Nyberg KD, Scott MB, Bruce SL, Gopinath AB, Bikos D, Mason TG, Kim JW, Choi HS, Rowat AC. The physical origins of transit time measurements for rapid, single cell mechanotyping. Lab Chip 2016; 16:3330-9. [PMID: 27435631 DOI: 10.1039/c6lc00169f] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
The mechanical phenotype or 'mechanotype' of cells is emerging as a potential biomarker for cell types ranging from pluripotent stem cells to cancer cells. Using a microfluidic device, cell mechanotype can be rapidly analyzed by measuring the time required for cells to deform as they flow through constricted channels. While cells typically exhibit deformation timescales, or transit times, on the order of milliseconds to tens of seconds, transit times can span several orders of magnitude and vary from day to day within a population of single cells; this makes it challenging to characterize different cell samples based on transit time data. Here we investigate how variability in transit time measurements depends on both experimental factors and heterogeneity in physical properties across a population of single cells. We find that simultaneous transit events that occur across neighboring constrictions can alter transit time, but only significantly when more than 65% of channels in the parallel array are occluded. Variability in transit time measurements is also affected by the age of the device following plasma treatment, which could be attributed to changes in channel surface properties. We additionally investigate the role of variability in cell physical properties. Transit time depends on cell size; by binning transit time data for cells of similar diameters, we reduce measurement variability by 20%. To gain further insight into the effects of cell-to-cell differences in physical properties, we fabricate a panel of gel particles and oil droplets with tunable mechanical properties. We demonstrate that particles with homogeneous composition exhibit a marked reduction in transit time variability, suggesting that the width of transit time distributions reflects the degree of heterogeneity in subcellular structure and mechanical properties within a cell population. Our results also provide fundamental insight into the physical underpinnings of transit measurements: transit time depends strongly on particle elastic modulus, and weakly on viscosity and surface tension. Based on our findings, we present a comprehensive methodology for designing, analyzing, and reducing variability in transit time measurements; this should facilitate broader implementation of transit experiments for rapid mechanical phenotyping in basic research and clinical settings.
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Affiliation(s)
- Kendra D Nyberg
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA. and Department of Bioengineering, University of California, Los Angeles, USA
| | - Michael B Scott
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA.
| | - Samuel L Bruce
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA.
| | - Ajay B Gopinath
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA.
| | - Dimitri Bikos
- Department of Chemistry and Biochemistry, University of California, Los Angeles, USA
| | - Thomas G Mason
- Department of Chemistry and Biochemistry, University of California, Los Angeles, USA and Department of Physics and Astronomy, University of California, Los Angeles, USA
| | - Jin Woong Kim
- Department of Bionano Technology, Hanyang University, Ansan, 426-791, Republic of Korea and Department of Applied Chemistry, Hanyang University, Ansan, 426-791, Republic of Korea
| | - Hong Sung Choi
- Shinsegae International Co. Ltd, Seoul, 135-954, Republic of Korea
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA. and Department of Bioengineering, University of California, Los Angeles, USA
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35
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Lautscham LA, Kämmerer C, Lange JR, Kolb T, Mark C, Schilling A, Strissel PL, Strick R, Gluth C, Rowat AC, Metzner C, Fabry B. Migration in Confined 3D Environments Is Determined by a Combination of Adhesiveness, Nuclear Volume, Contractility, and Cell Stiffness. Biophys J 2016; 109:900-13. [PMID: 26331248 DOI: 10.1016/j.bpj.2015.07.025] [Citation(s) in RCA: 106] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2015] [Revised: 07/17/2015] [Accepted: 07/20/2015] [Indexed: 01/13/2023] Open
Abstract
In cancer metastasis and other physiological processes, cells migrate through the three-dimensional (3D) extracellular matrix of connective tissue and must overcome the steric hindrance posed by pores that are smaller than the cells. It is currently assumed that low cell stiffness promotes cell migration through confined spaces, but other factors such as adhesion and traction forces may be equally important. To study 3D migration under confinement in a stiff (1.77 MPa) environment, we use soft lithography to fabricate polydimethylsiloxane (PDMS) devices consisting of linear channel segments with 20 μm length, 3.7 μm height, and a decreasing width from 11.2 to 1.7 μm. To study 3D migration in a soft (550 Pa) environment, we use self-assembled collagen networks with an average pore size of 3 μm. We then measure the ability of four different cancer cell lines to migrate through these 3D matrices, and correlate the results with cell physical properties including contractility, adhesiveness, cell stiffness, and nuclear volume. Furthermore, we alter cell adhesion by coating the channel walls with different amounts of adhesion proteins, and we increase cell stiffness by overexpression of the nuclear envelope protein lamin A. Although all cell lines are able to migrate through the smallest 1.7 μm channels, we find significant differences in the migration velocity. Cell migration is impeded in cell lines with larger nuclei, lower adhesiveness, and to a lesser degree also in cells with lower contractility and higher stiffness. Our data show that the ability to overcome the steric hindrance of the matrix cannot be attributed to a single cell property but instead arises from a combination of adhesiveness, nuclear volume, contractility, and cell stiffness.
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Affiliation(s)
- Lena A Lautscham
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany.
| | - Christoph Kämmerer
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Janina R Lange
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Thorsten Kolb
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Christoph Mark
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Achim Schilling
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Pamela L Strissel
- Laboratory for Molecular Medicine, Department of Gynecology and Obstetrics, University-Clinic Erlangen, Erlangen, Germany
| | - Reiner Strick
- Laboratory for Molecular Medicine, Department of Gynecology and Obstetrics, University-Clinic Erlangen, Erlangen, Germany
| | - Caroline Gluth
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, UCLA, Los Angeles, California
| | - Claus Metzner
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
| | - Ben Fabry
- Biophysics Group, Department of Physics, University of Erlangen-Nuremberg, Erlangen, Germany
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36
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Kim TH, Rowat AC, Sloan EK. Neural regulation of cancer: from mechanobiology to inflammation. Clin Transl Immunology 2016; 5:e78. [PMID: 27350878 PMCID: PMC4910118 DOI: 10.1038/cti.2016.18] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2016] [Revised: 03/16/2016] [Accepted: 03/16/2016] [Indexed: 12/17/2022] Open
Abstract
Despite recent progress in cancer research, the exact nature of malignant transformation and its progression is still not fully understood. Particularly metastasis, which accounts for most cancer death, is a very complex process, and new treatment strategies require a more comprehensive understanding of underlying regulatory mechanisms. Recently, the sympathetic nervous system (SNS) has been implicated in cancer progression and beta-blockers have been identified as a novel strategy to limit metastasis. This review discusses evidence that SNS signaling regulates metastasis by modulating the physical characteristics of tumor cells, tumor-associated immune cells and the extracellular matrix (ECM). Altered mechanotype is an emerging hallmark of cancer cells that is linked to invasive phenotype and treatment resistance. Mechanotype also influences crosstalk between tumor cells and their environment, and may thus have a critical role in cancer progression. First, we discuss how neural signaling regulates metastasis and how SNS signaling regulates both biochemical and mechanical properties of tumor cells, immune cells and the ECM. We then review our current knowledge of the mechanobiology of cancer with a focus on metastasis. Next, we discuss links between SNS activity and tumor-associated inflammation, the mechanical properties of immune cells, and how the physical properties of the ECM regulate cancer and metastasis. Finally, we discuss the potential for clinical translation of our knowledge of cancer mechanobiology to improve diagnosis and treatment.
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Affiliation(s)
- Tae-Hyung Kim
- Cousins Center for PNI, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA; Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, Los Angeles, CA, USA; The Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Erica K Sloan
- Cousins Center for PNI, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, USA; The Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA; Drug Discovery Biology Theme, Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, VIC, Australia; Division of Cancer Surgery, Peter MacCallum Cancer Centre, East Melbourne, VIC, Australia
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37
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Qi D, Kaur Gill N, Santiskulvong C, Sifuentes J, Dorigo O, Rao J, Taylor-Harding B, Ruprecht Wiedemeyer W, Rowat AC. Screening cell mechanotype by parallel microfiltration. Sci Rep 2015; 5:17595. [PMID: 26626154 PMCID: PMC4667223 DOI: 10.1038/srep17595] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2015] [Accepted: 11/02/2015] [Indexed: 01/15/2023] Open
Abstract
Cell mechanical phenotype or 'mechanotype' is emerging as a valuable label-free biomarker. For example, marked changes in the viscoelastic characteristics of cells occur during malignant transformation and cancer progression. Here we describe a simple and scalable technique to measure cell mechanotype: this parallel microfiltration assay enables multiple samples to be simultaneously measured by driving cell suspensions through porous membranes. To validate the method, we compare the filtration of untransformed and HRas(V12)-transformed murine ovary cells and find significantly increased deformability of the transformed cells. Inducing epithelial-to-mesenchymal transition (EMT) in human ovarian cancer cells by overexpression of key transcription factors (Snail, Slug, Zeb1) or by acquiring drug resistance produces a similar increase in deformability. Mechanistically, we show that EMT-mediated changes in epithelial (loss of E-Cadherin) and mesenchymal markers (vimentin induction) correlate with altered mechanotype. Our results demonstrate a method to screen cell mechanotype that has potential for broader clinical application.
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Affiliation(s)
- Dongping Qi
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA
| | - Navjot Kaur Gill
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA
| | - Chintda Santiskulvong
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, USA
| | - Joshua Sifuentes
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, USA
| | - Oliver Dorigo
- Department of Obstetrics and Gynecology, Division Gynecologic Oncology, Stanford Cancer Institute, Stanford University, USA
| | - Jianyu Rao
- Department of Pathology and Laboratory Medicine, David Geffen School of Medicine, University of California, Los Angeles, USA
| | - Barbie Taylor-Harding
- Women's Cancer Program, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA
| | - W Ruprecht Wiedemeyer
- Women's Cancer Program, Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, USA.,Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California Los Angeles, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, USA
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Abstract
Diffusion is critical to physiological processes ranging from gas exchange across alveoli to transport within individual cells. In the classroom, however, it can be challenging to convey the concept of diffusion on the microscopic scale. In this article, we present a series of three exercises that use food and cooking to illustrate diffusion theory and Fick's first law. These exercises are part of a 10-wk undergraduate course that uses food and cooking to teach fundamental concepts in physiology and biophysics to students, including nonscience majors. Consistent demonstration of practical applications in a classroom setting has the potential to fundamentally change how students view the role of science in their lives (15).
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Affiliation(s)
- Larissa Zhou
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California
| | - Kendra Nyberg
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles, California
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Wiedemeyer WR, Qi D, Gill NK, Santiskulvong C, Dorigo O, Rao J, Taylor-Harding B, Rowat AC. Abstract 226: Parallel microfiltration (PMF): A novel method to screen cell mechanotype. Mol Cell Biol 2015. [DOI: 10.1158/1538-7445.am2015-226] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Rowat AC, Sinha NN, Sörensen PM, Campàs O, Castells P, Rosenberg D, Brenner MP, Weitz DA. The kitchen as a physics classroom. ACTA ACUST UNITED AC 2014. [DOI: 10.1088/0031-9120/49/5/512] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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Abstract
Here we detail the design, fabrication, and use of a microfluidic device to evaluate the deformability of a large number of individual cells in an efficient manner. Typically, data for ~10(2) cells can be acquired within a 1 hr experiment. An automated image analysis program enables efficient post-experiment analysis of image data, enabling processing to be complete within a few hours. Our device geometry is unique in that cells must deform through a series of micron-scale constrictions, thereby enabling the initial deformation and time-dependent relaxation of individual cells to be assayed. The applicability of this method to human promyelocytic leukemia (HL-60) cells is demonstrated. Driving cells to deform through micron-scale constrictions using pressure-driven flow, we observe that human promyelocytic (HL-60) cells momentarily occlude the first constriction for a median time of 9.3 msec before passaging more quickly through the subsequent constrictions with a median transit time of 4.0 msec per constriction. By contrast, all-trans retinoic acid-treated (neutrophil-type) HL-60 cells occlude the first constriction for only 4.3 msec before passaging through the subsequent constrictions with a median transit time of 3.3 msec. This method can provide insight into the viscoelastic nature of cells, and ultimately reveal the molecular origins of this behavior.
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Affiliation(s)
- David J Hoelzle
- Department of Integrative Biology and Physiology, University of California, Los Angeles; Department of Aerospace and Mechanical Engineering, University of Notre Dame
| | - Bino A Varghese
- Department of Integrative Biology and Physiology, University of California, Los Angeles; Molecular Imaging Center, University of Southern California
| | - Clara K Chan
- Department of Integrative Biology and Physiology, University of California, Los Angeles
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, University of California, Los Angeles;
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Fogle C, Rowat AC, Levine AJ, Rudnick J. Shape transitions in soft spheres regulated by elasticity. Phys Rev E Stat Nonlin Soft Matter Phys 2013; 88:052404. [PMID: 24329276 DOI: 10.1103/physreve.88.052404] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/25/2013] [Indexed: 06/03/2023]
Abstract
We study elasticity-driven morphological transitions of soft spherical core-shell structures in which the core can be treated as an isotropic elastic continuum and the surface or shell as a tensionless liquid layer, whose elastic response is dominated by bending. To generate the transitions, we consider the case where the surface area of the liquid layer is increased for a fixed amount of interior elastic material. We find that generically there is a critical excess surface area at which the isotropic sphere becomes unstable to buckling. At this point it adopts a lower symmetry wrinkled structure that can be described by a spherical harmonic deformation. We study the dependence of the buckled sphere and critical excess area of the transition on the elastic parameters and size of the system. We also relate our results to recent experiments on the wrinkling of gel-filled vesicles as their interior volume is reduced. The theory may have broader applications to a variety of related structures from the macroscopic to the microscopic, including the wrinkling of dried peas, raisins, as well as the cell nucleus.
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Affiliation(s)
- Craig Fogle
- Department of Physics, UCLA, Los Angeles, California 90095-1596, USA
| | - Amy C Rowat
- Department of Integrative Biology and Physiology, UCLA, Los Angeles, California 90095, USA and Department of Bioengineering, UCLA, Los Angeles, California 90095, USA
| | - Alex J Levine
- Department of Physics, UCLA, Los Angeles, California 90095-1596, USA and Department of Chemistry & Biochemistry, UCLA, Los Angeles, California 90095-1596, USA and Department of Biomathematics, UCLA, Los Angeles, California 90095-1596, USA
| | - Joseph Rudnick
- Department of Physics, UCLA, Los Angeles, California 90095-1596, USA
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Rowat AC, Jaalouk DE, Zwerger M, Ung WL, Eydelnant IA, Olins DE, Olins AL, Herrmann H, Weitz DA, Lammerding J. Nuclear envelope composition determines the ability of neutrophil-type cells to passage through micron-scale constrictions. J Biol Chem 2013; 288:8610-8618. [PMID: 23355469 PMCID: PMC3605679 DOI: 10.1074/jbc.m112.441535] [Citation(s) in RCA: 237] [Impact Index Per Article: 21.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2012] [Revised: 01/15/2013] [Indexed: 11/06/2022] Open
Abstract
Neutrophils are characterized by their distinct nuclear shape, which is thought to facilitate the transit of these cells through pore spaces less than one-fifth of their diameter. We used human promyelocytic leukemia (HL-60) cells as a model system to investigate the effect of nuclear shape in whole cell deformability. We probed neutrophil-differentiated HL-60 cells lacking expression of lamin B receptor, which fail to develop lobulated nuclei during granulopoiesis and present an in vitro model for Pelger-Huët anomaly; despite the circular morphology of their nuclei, the cells passed through micron-scale constrictions on similar timescales as scrambled controls. We then investigated the unique nuclear envelope composition of neutrophil-differentiated HL-60 cells, which may also impact their deformability; although lamin A is typically down-regulated during granulopoiesis, we genetically modified HL-60 cells to generate a subpopulation of cells with well defined levels of ectopic lamin A. The lamin A-overexpressing neutrophil-type cells showed similar functional characteristics as the mock controls, but they had an impaired ability to pass through micron-scale constrictions. Our results suggest that levels of lamin A have a marked effect on the ability of neutrophils to passage through micron-scale constrictions, whereas the unusual multilobed shape of the neutrophil nucleus is less essential.
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Affiliation(s)
- Amy C Rowat
- Department of Integrative Biology and Physiology, UCLA, Los Angeles, California 90095; Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts 02139; Department of Physics and School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138.
| | - Diana E Jaalouk
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts 02139
| | - Monika Zwerger
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts 02139
| | - W Lloyd Ung
- Department of Physics and School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138
| | - Irwin A Eydelnant
- Department of Physics and School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138
| | - Don E Olins
- Department of Pharmaceutical Sciences, College of Pharmacy, University of New England, Portland, Maine 04103
| | - Ada L Olins
- Department of Pharmaceutical Sciences, College of Pharmacy, University of New England, Portland, Maine 04103
| | - Harald Herrmann
- Division of Molecular Genetics, German Cancer Research Center, D-69120 Heidelberg, Germany
| | - David A Weitz
- Department of Physics and School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts 02138
| | - Jan Lammerding
- Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts 02139; Weill Institute for Cell and Molecular Biology, Department of Biomedical Engineering, Cornell University, Ithaca, New York 14853
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Martinez CJ, Kim JW, Ye C, Ortiz I, Rowat AC, Marquez M, Weitz D. A Microfluidic Approach to Encapsulate Living Cells in Uniform Alginate Hydrogel Microparticles. Macromol Biosci 2012; 12:946-51. [DOI: 10.1002/mabi.201100351] [Citation(s) in RCA: 89] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Revised: 11/18/2011] [Indexed: 11/09/2022]
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Fogle CA, Rudnick JA, Levine AJ, Rowat AC. Transitions in Cell Nucleus Morphology Determined by Expression Levels of Nuclear Envelope Proteins. Biophys J 2012. [DOI: 10.1016/j.bpj.2011.11.3540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
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48
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Münster S, Jawerth LM, Rowat AC, Weitz DA, Fabry B. Time-Resolved Observation of Neutrophile Migration Through Three-Dimensional Matrices. Biophys J 2011. [DOI: 10.1016/j.bpj.2010.12.1869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022] Open
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49
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Lin YC, Broedersz CP, Rowat AC, Wedig T, Herrmann H, Mackintosh FC, Weitz DA. Divalent cations crosslink vimentin intermediate filament tail domains to regulate network mechanics. J Mol Biol 2010; 399:637-44. [PMID: 20447406 DOI: 10.1016/j.jmb.2010.04.054] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2010] [Revised: 04/24/2010] [Accepted: 04/27/2010] [Indexed: 01/30/2023]
Abstract
Intermediate filament networks in the cytoplasm and nucleus are critical for the mechanical integrity of metazoan cells. However, the mechanism of crosslinking in these networks and the origins of their mechanical properties are not understood. Here, we study the elastic behavior of in vitro networks of the intermediate filament protein vimentin. Rheological experiments reveal that vimentin networks stiffen with increasing concentrations of Ca(2+) and Mg(2+), showing that divalent cations act as crosslinkers. We quantitatively describe the elastic response of vimentin networks over five decades of applied stress using a theory that treats the divalent cations as crosslinkers: at low stress, the behavior is entropic in origin, and increasing stress pulls out thermal fluctuations from single filaments, giving rise to a nonlinear response; at high stress, enthalpic stretching of individual filaments significantly modifies the nonlinearity. We investigate the elastic properties of networks formed by a series of protein variants with stepwise tail truncations and find that the last 11 amino acids of the C-terminal tail domain mediate crosslinking by divalent ions. We determined the single-filament persistence length, l(P) approximately 0.5 mum, and Young's modulus, Y approximately 9 MPa; both are consistent with literature values. Our results provide insight into a crosslinking mechanism for vimentin networks and suggest that divalent ions may help regulate the cytoskeletal structure and mechanical properties of cells.
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Affiliation(s)
- Yi-Chia Lin
- Department of Physics, Harvard University, Pierce 231, 29 Oxford Street, Cambridge, MA 02138, USA
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Rowat AC, Jaalouk DE, Weitz DA, Lammerding J. Mechanics of the Cell Nucleus as a Function of Lamin Expression in Granulocyte Differentiation. Biophys J 2010. [DOI: 10.1016/j.bpj.2009.12.1964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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