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1.
Nat Cardiovasc Res ; 3(4): 441-459, 2024.
Article in English | MEDLINE | ID: mdl-38765203

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.

2.
Article in English | MEDLINE | ID: mdl-38211941

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.

3.
Food Res Int ; 172: 113080, 2023 10.
Article in English | MEDLINE | ID: mdl-37689860

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 âˆ¼ 2 ± 0.4 kPa and an ultimate tensile strength of âˆ¼ 23 ± 7 kPa without the use of additional crosslinkers. Using this approach, we generate marbled cultured meat with âˆ¼ mm to âˆ¼ cm thickness, which has a protein content of âˆ¼ 4 ± 2 g/100 g that is comparable to a conventionally produced Wagyu steak with a protein content of âˆ¼ 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.


Subject(s)
Gelatin , Muscle Fibers, Skeletal , Animals , Mice , Rabbits , Cell Differentiation , Meat , Muscle, Skeletal
4.
Adv Sci (Weinh) ; 10(24): e2300152, 2023 08.
Article in English | MEDLINE | ID: mdl-37357983

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.


Subject(s)
Cellular Reprogramming , Epigenesis, Genetic , Cell Adhesion , Mechanotransduction, Cellular , Chromatin
5.
Integr Biol (Camb) ; 152023 04 11.
Article in English | MEDLINE | ID: mdl-37247849

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.


Subject(s)
Asparaginase , Leukemia , Humans , Vincristine/therapeutic use , Recurrence , Phenotype , Leukemia/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use
6.
iScience ; 25(8): 104836, 2022 Aug 19.
Article in English | MEDLINE | ID: mdl-35992085

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.

7.
Nat Mater ; 21(10): 1191-1199, 2022 10.
Article in English | MEDLINE | ID: mdl-35927431

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.


Subject(s)
Cellular Reprogramming , Histones , Cell Nucleus/metabolism , Chromatin/metabolism , DNA Methylation , Epigenesis, Genetic , Histones/genetics , Histones/metabolism , Lysine/genetics , Lysine/metabolism
8.
Biomaterials ; 287: 121669, 2022 08.
Article in English | MEDLINE | ID: mdl-35853359

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.


Subject(s)
Bioreactors , Cell Culture Techniques , Animals , Cattle , Mice , Emulsions , Cell Culture Techniques/methods , Cell Differentiation , Meat , Cells, Cultured
10.
Biomaterials ; 280: 121273, 2022 01.
Article in English | MEDLINE | ID: mdl-34933254

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.


Subject(s)
Adipocytes , Adipose Tissue , Adipogenesis , Animals , Cell Differentiation , Meat/analysis
11.
JCI Insight ; 6(16)2021 08 23.
Article in English | MEDLINE | ID: mdl-34423791

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.


Subject(s)
Aorta/pathology , Lamin Type A/genetics , Muscle, Smooth, Vascular/pathology , Nuclear Envelope/pathology , Progeria/pathology , Animals , Aorta/cytology , Disease Models, Animal , Humans , Lamin Type A/metabolism , Lamin Type B/genetics , Lamin Type B/metabolism , Mice , Mice, Transgenic , Muscle, Smooth, Vascular/cytology , Mutation , Myocytes, Smooth Muscle/cytology , Myocytes, Smooth Muscle/pathology , Progeria/genetics
12.
J Am Coll Health ; 69(4): 459-462, 2021.
Article in English | MEDLINE | ID: mdl-31689147

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.


Subject(s)
Health Literacy , Universities , Food Preferences , Humans , Motivation , Students
13.
Front Cell Dev Biol ; 8: 601376, 2020.
Article in English | MEDLINE | ID: mdl-33330495

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.

14.
Curr Opin Biotechnol ; 66: 236-245, 2020 12.
Article in English | MEDLINE | ID: mdl-33007634

ABSTRACT

Immune cells can sense and respond to biophysical cues - from dynamic forces to spatial features - during their development, activation, differentiation and expansion. These biophysical signals regulate a variety of immune cell functions such as leukocyte extravasation, macrophage polarization, T cell selection and T cell activation. Recent studies have advanced our understanding on immune responses to biophysical cues and the underlying mechanisms of mechanotransduction, which provides rational basis for the design and development of immune-modulatory therapeutics. This review discusses the recent progress in mechanosensing and mechanotransduction of immune cells, particularly monocytes/macrophages and T lymphocytes, and features new biomaterial designs and biomedical devices that translate these findings into biomedical applications.


Subject(s)
Biocompatible Materials , Mechanotransduction, Cellular , Biophysics , Cell Differentiation , Macrophages
15.
Cell ; 182(3): 545-562.e23, 2020 08 06.
Article in English | MEDLINE | ID: mdl-32621799

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.


Subject(s)
Cicatrix/metabolism , Collagen Type V/deficiency , Collagen Type V/metabolism , Heart Injuries/metabolism , Myocardial Contraction/genetics , Myofibroblasts/metabolism , Animals , Cicatrix/genetics , Cicatrix/physiopathology , Collagen Type I/genetics , Collagen Type I/metabolism , Collagen Type I, alpha 1 Chain , Collagen Type III/genetics , Collagen Type III/metabolism , Collagen Type V/genetics , Extracellular Matrix/genetics , Extracellular Matrix/metabolism , Female , Fibrosis/genetics , Fibrosis/metabolism , Gene Expression Regulation/genetics , Integrins/antagonists & inhibitors , Integrins/genetics , Integrins/metabolism , Isoproterenol/pharmacology , Male , Mechanotransduction, Cellular/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , Microscopy, Atomic Force/instrumentation , Microscopy, Electron, Transmission , Myocardial Contraction/drug effects , Myofibroblasts/cytology , Myofibroblasts/pathology , Myofibroblasts/ultrastructure , Principal Component Analysis , Proteomics , RNA-Seq , Single-Cell Analysis
16.
Cell Rep ; 30(11): 3864-3874.e6, 2020 03 17.
Article in English | MEDLINE | ID: mdl-32187555

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.


Subject(s)
Actomyosin/metabolism , Adaptation, Biological , Neoplasms/metabolism , Neoplasms/pathology , Neoplastic Cells, Circulating/pathology , Stress, Mechanical , rhoA GTP-Binding Protein/metabolism , Animals , Cell Line, Tumor , Cell Membrane/metabolism , Cell Survival , Hemodynamics , Humans , Mice, Inbred C57BL , Myosin Type II/metabolism , Neoplasm Metastasis , Shear Strength
17.
Cell Mol Bioeng ; 13(1): 27-44, 2020 Feb.
Article in English | MEDLINE | ID: mdl-32030106

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.

18.
J Acad Nutr Diet ; 120(1): 33-44, 2020 01.
Article in English | MEDLINE | ID: mdl-31537500

ABSTRACT

BACKGROUND: Evolving norms and complex food environments may require new skill sets and mind-sets to maintain a healthy diet. Food literacy acknowledges the influence of external factors in shaping a person's development and application of the knowledge, skills, and behaviors required for healthy eating. Food literacy among college students is not well understood; however, higher education presents a unique opportunity for promoting food literacy. OBJECTIVE: This study aimed to identify a range of challenges, opportunities, and motivators for students to develop and apply food literacy in a university setting. DESIGN: Eleven focus groups were conducted with four student subpopulations: three with residential undergraduates, three with off-campus undergraduates, three with graduate students, and two with students using food security resources. PARTICIPANTS/SETTING: Eighty-two students enrolled at a large, diverse, public university in an urban setting in California. ANALYSIS: Guided by an ecological perspective, transcripts were analyzed using an integrated approach. This involved an inductive development of themes and deductive organization of themes according to research aims. RESULTS: We developed a novel model as a starting point for understanding and addressing the dynamic challenges, opportunities, and motivators for students to develop and apply food literacy. Challenges include the physical food environment, confusing information, capacity and resource constraints, and social tensions. Opportunities include media and the Internet, academic courses, peer learning, campus resources, and dining halls. Motivators include health, social responsibility, personal development, and enjoyment and bonding. CONCLUSIONS: Students view college as an appropriate time to develop food literacy and the university as a trusted partner. However, efforts to promote food literacy should acknowledge perceived challenges and varying motivations for engaging with food.


Subject(s)
Diet, Healthy/psychology , Feeding Behavior/psychology , Health Literacy , Motivation , Students/psychology , Adult , Female , Focus Groups , Humans , Male , Qualitative Research , Universities , Young Adult
19.
Cell Rep ; 29(11): 3726-3735.e4, 2019 12 10.
Article in English | MEDLINE | ID: mdl-31825847

ABSTRACT

Fallopian tube secretory epithelial cells (FTSECs) are likely the main precursor cell type of high-grade serous ovarian cancers (HGSOCs), but these tumors may also arise from ovarian surface epithelial cells (OSECs). We profiled global landscapes of gene expression and active chromatin to characterize molecular similarities between OSECs (n = 114), FTSECs (n = 74), and HGSOCs (n = 394). A one-class machine learning algorithm predicts that most HGSOCs derive from FTSECs, with particularly high FTSEC scores in mesenchymal-type HGSOCs (padj < 8 × 10-4). However, a subset of HGSOCs likely derive from OSECs, particularly HGSOCs of the proliferative type (padj < 2 × 10-4), suggesting a dualistic model for HGSOC origins. Super-enhancer (SE) landscapes were also more similar between FTSECs and HGSOCs than between OSECs and HGSOCs (p < 2.2 × 10-16). The SOX18 transcription factor (TF) coincided with a HGSOC-specific SE, and ectopic overexpression of SOX18 in FTSECs caused epithelial-to-mesenchymal transition, indicating that SOX18 plays a role in establishing the mesenchymal signature of fallopian-derived HGSOCs.


Subject(s)
Ovarian Neoplasms/genetics , SOXF Transcription Factors/genetics , Adult , Aged , Cell Line , Cell Line, Tumor , Epithelial Cells/metabolism , Epithelial Cells/pathology , Epithelial-Mesenchymal Transition , Fallopian Tubes/metabolism , Fallopian Tubes/pathology , Female , Gene Expression Regulation, Neoplastic , Humans , Machine Learning , Middle Aged , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Ovary/metabolism , Ovary/pathology , RNA-Seq , SOXF Transcription Factors/metabolism , Single-Cell Analysis , Transcriptome
20.
Anal Chem ; 91(20): 12890-12899, 2019 10 15.
Article in English | MEDLINE | ID: mdl-31442026

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.


Subject(s)
Cell Shape , Cytoskeleton/pathology , Microfluidic Analytical Techniques/methods , Neoplasms/pathology , Single-Cell Analysis/methods , Antineoplastic Agents/pharmacology , Biomechanical Phenomena , Cell Cycle , Cytoskeleton/drug effects , Elasticity , Electricity , Friction , HeLa Cells , Humans , Jurkat Cells , Microfluidic Analytical Techniques/instrumentation
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