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1.
J Biomed Mater Res A ; 111(12): 1951-1959, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37606496

RESUMEN

Metastases are the leading cause of cancer-associated deaths. A key process in metastasis is cell invasiveness, which is driven and controlled by cancer cell interactions with their microenvironment. We have previously shown that invasive cancer cells forcefully push into and indent physiological stiffness gels to cell-scale depths, where the percentage of indenting cells and their attained depths provide clinically relevant predictions of tumor invasiveness and the potential metastatic risk. The cell-attained, invasive indentation depths are directly affected by gel-microenvironment mechanics, which can concurrently modulate the cells' mechanics and force application capacity, in a complex, coordinated mechanobiological response. As it is impossible to experimentally isolate the different contributions of cell and gel mechanics to cancer cell invasiveness, we perform finite element modeling with literature-based parameters. Under average-scale, cell cytoplasm and nucleus mechanics and cell-applied force levels, increasing gel stiffness 1-50 kPa significantly reduced the attained indentation depth by >200%, while the gel's Poisson ratio reduced depths only by up to 20% and only when the ratio was >0.4; this reveals microenvironment mechanics that can promote invasiveness. Experiments with varying-invasiveness cancer cells exhibited qualitative variations in their responses to gel stiffness increase, for example large/small reduction in indentation depth or increase and then reduction. We quantitatively and qualitatively reproduced the different experimental responses via coordinated changes in cell mechanics and applied force levels. Thus, the different cancer cell capacities to adapt their mechanobiology in response to mechanically changing microenvironments likely determine the varying cancer invasiveness and metastatic risk levels in patients.


Asunto(s)
Comunicación Celular , Fenómenos Mecánicos , Humanos , Análisis de Elementos Finitos , Invasividad Neoplásica , Geles , Microambiente Tumoral
2.
J Mech Behav Biomed Mater ; 142: 105843, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37104897

RESUMEN

Cancer cell migration between different body parts is the driving force behind cancer metastasis, which is the main cause of mortality of patients. Migration of cancer cells often proceeds by penetration through narrow cavities in locally stiff, yet flexible tissues. In our previous work, we developed a model for cell geometry evolution during invasion, which we extend here to investigate whether leader and follower (cancer) cells that only interact mechanically can benefit from sequential transmigration through narrow micro-channels and cavities. We consider two cases of cells sequentially migrating through a flexible channel: leader and follower cells being closely adjacent or distant. Using Wilcoxon's signed-rank test on the data collected from Monte Carlo simulations, we conclude that the modelled transmigration speed for the follower cell is significantly larger than for the leader cell when cells are distant, i.e. follower cells transmigrate after the leader has completed the crossing. Furthermore, it appears that there exists an optimum with respect to the width of the channel such that cell moves fastest. On the other hand, in the case of closely adjacent cells, effectively performing collective migration, the leader cell moves 12% faster since the follower cell pushes it. This work shows that mechanical interactions between cells can increase the net transmigration speed of cancer cells, resulting in increased invasiveness. In other words, interaction between cancer cells can accelerate metastatic invasion.


Asunto(s)
Fenómenos Mecánicos , Modelos Teóricos , Humanos , Movimiento Celular , Invasividad Neoplásica
3.
Acta Biomater ; 163: 392-399, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-35367632

RESUMEN

Solid-tumor cell invasion typically occurs by collective migration of attached cell-cohorts, yet we show here that indirect cell-interactions through the substrate can also drive invasiveness. We have previously shown that well-spaced, invasive cancer cells push-into and indent gels to depths of 10 µm, while closely adjacent, non-contacting cancer cells may reach up to 18 µm, potentially relying on cell-cell interactions through the gel-substrate. To test that, we developed finite element models of indenting cells, using experimental gel mechanics, cell mechanostructure, and force magnitudes. We show that under 50-350 nN of combined traction and normal forces, a stiff nucleus-region is essential in facilitating 5-10 µm single-cell indentations, while uniformly soft cells attain 1.6-fold smaller indentations. We observe that indentation depths of cells in close proximity (0.5-50 µm distance) increase relative to well-spaced cells, due to additive, continuum mechanics-driven contributions. Specifically, 2-3 cells applying 220 nN normal forces gained up to 3% in depth, which interestingly increased to 7.8% when two cells, 10 µm apart, applied unequal force-magnitudes (i.e., 220 and 350 nN). Such additive, energy-free contributions can reduce cell mechanical energy -output required for invasiveness, yet the experimentally observed 10-18 µm depths likely necessitate synergistic, mechanobiological changes, which may be mechanically triggered. We note that nucleus stiffening or cytoplasm softening by 25-50% increased indentation depths by only 1-7%, while depths increase nearly linearly with force-magnitude even to two-fold levels. Hence, cell-proximity triggered, synergistic and additive cell-interactions through the substrate can drive collective cancer-cell invasiveness, even without direct cell-cell interactions. STATEMENT OF SIGNIFICANCE: Metastatic cancer invasion typically occurs collectively in attached cell-cohorts. We have previously shown increased invasiveness in closely adjacent cancer cells that are able to push-into and indent soft-gels more deeply than single, well-spaced cells. Using finite element models, we reveal mechanisms of cell-proximity driven invasiveness, demonstrating an important role for the stiff nucleus. Cell-proximity can additively induce small increase in indentation depth via continuum mechanics contributions, especially when adjacent cells apply unequal forces, and without requiring increased cell-mechanical-energy-output. Concurrently, proximity-triggered synergistic interactions that produce changes in cell mechanics or capacity for increased force-levels can facilitate deep invasive-indentations. Thus, we reveal concurrent additive and synergistic mechanisms to drive collective cancer-cell invasiveness even without direct cell-cell interactions.


Asunto(s)
Comunicación Celular , Neoplasias , Humanos , Neoplasias/patología , Fenómenos Mecánicos , Geles , Simulación por Computador
4.
Cell Mol Life Sci ; 79(3): 134, 2022 Feb 16.
Artículo en Inglés | MEDLINE | ID: mdl-35171381

RESUMEN

Cancer stem-like cells (CSCs) are a typically small subpopulation of highly tumorigenic cells that can self-renew, differentiate, drive tumor progression, and may mediate drug resistance and metastasis. Metastasis driving CSCs are expected to be highly invasive. To determine the relative invasiveness of CSCs, we isolate distinct subpopulations in the metastatic, MDA-MB-231 breast-cancer cell line, identified by the stem-cell markers aldehyde dehydrogenase (ALDH) and CD44. We determine CSC-subpopulation invasiveness levels using our rapid (2 h) mechanobiology-based assay. Specifically, invasive cells forcefully push and indent the surface of physiological-stiffness synthetic gels to cell-scale depths, where the percentage of indenting cells and their attained depths have previously provided clinically relevant predictions of the metastatic risk in different cancer types. We observe that the small (3.2%) CD44+ALDH+ cell-subpopulation indents more and attains significantly deeper depths (65% indenting to 6 ± 0.3 µm) relative to CD44+ALDH-, CD44-ALDH-, CD44-ALDH+ cells, and the whole-sample control (with 18-44% indenting cells reaching average depths of 4.4-5 µm). The CD44+ALDH+ similarly demonstrates twofold higher migratory capacity in Boyden chambers. The higher invasiveness of CD44+ALDH+ cells reveals their likely role in facilitating disease progression, providing prognostic markers for increased risk of recurrence and metastasis.


Asunto(s)
Biofisica , Neoplasias de la Mama/patología , Células Madre Neoplásicas/patología , Aldehído Deshidrogenasa/metabolismo , Neoplasias de la Mama/metabolismo , Línea Celular Tumoral , Movimiento Celular , Femenino , Humanos , Receptores de Hialuranos/metabolismo , Invasividad Neoplásica , Células Madre Neoplásicas/metabolismo
5.
Cancer Res ; 82(2): 278-291, 2022 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-34666995

RESUMEN

Metastasis is the main cause of cancer-related mortality. Despite intense efforts to understand the mechanisms underlying the metastatic process, treatment of metastatic cancer is still challenging. Here we describe a chemotherapy-induced, host-mediated mechanism that promotes remodeling of the extracellular matrix (ECM), ultimately facilitating cancer cell seeding and metastasis. Paclitaxel (PTX) chemotherapy enhanced rapid ECM remodeling and mechanostructural changes in the lungs of tumor-free mice, and the protein expression and activity of the ECM remodeling enzyme lysyl oxidase (LOX) increased in response to PTX. A chimeric mouse model harboring genetic LOX depletion revealed chemotherapy-induced ECM remodeling was mediated by CD8+ T cells expressing LOX. Consistently, adoptive transfer of CD8+ T cells, but not CD4+ T cells or B cells, from PTX-treated mice to naïve immunodeprived mice induced pulmonary ECM remodeling. Lastly, in a clinically relevant metastatic breast carcinoma model, LOX inhibition counteracted the metastasis-promoting, ECM-related effects of PTX. This study highlights the role of immune cells in regulating ECM and metastasis following chemotherapy, suggesting that inhibiting chemotherapy-induced ECM remodeling represents a potential therapeutic strategy for metastatic cancer. SIGNIFICANCE: Chemotherapy induces prometastatic pulmonary ECM remodeling by upregulating LOX in T cells, which can be targeted with LOX inhibitors to suppress metastasis.See related commentary by Kolonin and Woodward, p. 197.


Asunto(s)
Antineoplásicos Fitogénicos/efectos adversos , Neoplasias de la Mama/metabolismo , Linfocitos T CD8-positivos/metabolismo , Matriz Extracelular/efectos de los fármacos , Matriz Extracelular/metabolismo , Neoplasias Pulmonares/inducido químicamente , Neoplasias Pulmonares/secundario , Neoplasias Mamarias Experimentales/metabolismo , Neoplasias Mamarias Experimentales/patología , Paclitaxel/efectos adversos , Traslado Adoptivo/métodos , Animales , Antineoplásicos Fitogénicos/administración & dosificación , Neoplasias de la Mama/patología , Linfocitos T CD8-positivos/inmunología , Proteínas de la Matriz Extracelular/genética , Proteínas de la Matriz Extracelular/metabolismo , Femenino , Humanos , Neoplasias Pulmonares/inmunología , Células MCF-7 , Neoplasias Mamarias Experimentales/inmunología , Ratones , Ratones Endogámicos BALB C , Ratones Noqueados , Ratones SCID , Paclitaxel/administración & dosificación , Proteína-Lisina 6-Oxidasa/genética , Proteína-Lisina 6-Oxidasa/metabolismo
6.
J Biomech ; 129: 110759, 2021 12 02.
Artículo en Inglés | MEDLINE | ID: mdl-34601215

RESUMEN

Non-contacting, adjacent cancer cells can mechanically interact through their substrate to increase their invasive and migratory capacities that underly metastases-formation. Such mechanical interactions may induce additive or synergistic enhancement of invasiveness, potentially indicating different underlying force-mechanisms. To identify cell-cell-gel interactions, we monitor the time-evolution of three-dimensional traction strains induced by MDA-MB-231 breast cancer cells adhering on physiological-stiffness (1.8 kPa) collagen gels and compare to simulations. Single metastatic cells apply strain energies of 0.2-2 pJ (average 0.51 ± 0.06 pJ) at all observation times (30-174 min) inducing a mechanical volume-of-effect in the collagen gel that is initially (<60 min from seeding) on the cell-volume scale (∼3000 µm3) and on average increases with time from cell seeding. When cells adhere closely adjacent, at short times (<60 min) we distinguish the additive contributions of neighboring cells to the strains, while at longer times strain fields are synergistically amplified and may facilitate increased cooperative/collective cancer-cell-invasiveness. The results of well-spaced and closely adjacent cells at short times match our simulations of additive deformations induced by radially applied strains with experimentally based inverse-distance decay. We thus reveal a time-dependent evolution from additive to synergistic interactions of adjacently adhering cells that may facilitate metastatic invasion.


Asunto(s)
Comunicación Celular , Colágeno , Línea Celular Tumoral , Movimiento Celular , Geles , Humanos , Fenómenos Mecánicos , Invasividad Neoplásica
7.
Biomech Model Mechanobiol ; 20(5): 1767-1774, 2021 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-34120276

RESUMEN

Non-melanoma skin cancers, including basal and squamous cell carcinomas (BCC and SCC), are the most common malignancies worldwide. BCC/SCC cancers are generally highly localized and can be surgically excised; however, invasive tumors may be fatal. Current diagnosis of skin cancer and prognosis of potential invasiveness are based mainly on clinical-pathological factors of the biopsied lesions. SCC invasiveness is also predicted by histomorphological factors, such as the degree of differentiation or the mitotic index, while BCCs are typically considered non-invasive. The above subjective measures do not provide direct, objective prognosis of cellular invasiveness in each specific sample. Hence, we have developed a mechanobiology-based approach to rapidly determine sample invasiveness. Here, cells from 15 fresh tissue samples of suspected non-melanoma skin cancer were seeded on physiological-stiffness (2.4 kPa) synthetic gels, and within 1-h invasive cell subsets were observed to push/indent the gel surface; clinicopathological results were separately obtained using standard protocols. The percentage of indenting cells from invasive (26.2 ± 2.4%) and non-invasive (4.8 ± 0.5%) SCC samples differed significantly (p < 0.0001), with well-separated invasiveness cutoffs of, respectively, > 12% and < 5%. The mechanical invasiveness directly agrees with the SCC cell-differentiation state, where over 3.3-fold more (p < 0.0001) cells from moderately differentiated samples indent the gels as compared to well-differentiated cell samples. In BCCs, < 20% of cells typically indented, and a highly migratory, desmoplastic sample was identified with 46%. By providing rapid, quantitative, early prognosis of invasiveness and potential metastatic risk, our rapid technology may facilitate informed (bed-side) decision making and choice of disease-management protocols on the time-scale of the initial diagnosis and surgical excision.


Asunto(s)
Carcinoma Basocelular/patología , Carcinoma de Células Escamosas/patología , Invasividad Neoplásica , Metástasis de la Neoplasia , Neoplasias Cutáneas/patología , Resinas Acrílicas/química , Adulto , Anciano , Anciano de 80 o más Años , Biofisica , Diferenciación Celular , Movimiento Celular , Toma de Decisiones , Femenino , Geles , Humanos , Hidrogeles , Masculino , Persona de Mediana Edad , Índice Mitótico , Pronóstico , Estrés Mecánico
8.
Biomech Model Mechanobiol ; 20(3): 1187-1194, 2021 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-33683515

RESUMEN

We show that cell-applied, normal mechanical stresses are required for cells to penetrate into soft substrates, matching experimental observations in invasive cancer cells, while in-plane traction forces alone reproduce observations in non-cancer/noninvasive cells. Mechanobiological interactions of cells with their microenvironment drive migration and cancer invasion. We have previously shown that invasive cancer cells forcefully and rapidly push into impenetrable, physiological stiffness gels and indent them to cell-scale depths (up to 10 µm); normal, noninvasive cells indent at most to 0.7 µm. Significantly indenting cells signpost increased cancer invasiveness and higher metastatic risk in vitro and in vivo, as verified experimentally in different cancer types, yet the underlying cell-applied, force magnitudes and configurations required to produce the cell-scale gel indentations have yet to be evaluated. Hence, we have developed finite element models of forces applied onto soft, impenetrable gels using experimental cell/gel morphologies, gel mechanics, and force magnitudes. We show that in-plane traction forces can only induce small-scale indentations in soft gels (< 0.7 µm), matching experiments with various single, normal cells. Addition of a normal force (on the scale of experimental traction forces) produced cell-scale indentations that matched observations in invasive cancer cells. We note that normal stresses (force and area) determine the indentation depth, while contact area size and morphology have a minor effect, explaining the origin of experimentally observed cell morphologies. We have thus revealed controlling features facilitating invasive indentations by single cancer cells, which will allow application of our model to complex problems, such as multicellular systems.


Asunto(s)
Modelos Biológicos , Neoplasias/patología , Fenómenos Biomecánicos/fisiología , Simulación por Computador , Módulo de Elasticidad , Análisis de Elementos Finitos , Humanos , Invasividad Neoplásica
9.
Ann Biomed Eng ; 49(7): 1774-1783, 2021 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-33483841

RESUMEN

Cancer mortality is mostly related to metastasis. Metastasis is currently prognosed via histopathology, disease-statistics, or genetics; those are potentially inaccurate, not rapidly available and require known markers. We had developed a rapid (~ 2 h) mechanobiology-based approach to provide early prognosis of the clinical likelihood for metastasis. Specifically, invasive cell-subsets seeded on impenetrable, physiological-stiffness polyacrylamide gels forcefully indent the gels, while non-invasive/benign cells do not. The number of indenting cells and their attained depths, the mechanical invasiveness, accurately define the metastatic risk of tumors and cell-lines. Utilizing our experimental database, we compare the capacity of several machine learning models to predict the metastatic risk. Models underwent supervised training on individual experiments using classification from literature and commercial-sources for established cell-lines and clinical histopathology reports for tumor samples. We evaluated 2-class models, separating invasive/non-invasive (e.g. benign) samples, and obtained sensitivity and specificity of 0.92 and 1, respectively; this surpasses other works. We also introduce a novel approach, using 5-class models (i.e. normal, benign, cancer-metastatic-non/low/high) that provided average sensitivity and specificity of 0.69 and 0.91. Combining our rapid, mechanical invasiveness assay with machine learning classification can provide accurate and early prognosis of metastatic risk, to support choice of treatments and disease management.


Asunto(s)
Movimiento Celular , Aprendizaje Automático , Modelos Biológicos , Neoplasias , Biofisica , Línea Celular Tumoral , Femenino , Humanos , Masculino , Metástasis de la Neoplasia , Neoplasias/metabolismo , Neoplasias/patología , Valor Predictivo de las Pruebas
10.
Ann Biomed Eng ; 49(5): 1342-1352, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-33145677

RESUMEN

We demonstrate the relative roles of the cell cytoskeleton, and specific importance of actin in facilitating mechanical aspects of metastatic invasion. A crucial step in metastasis, the typically lethal spread of cancer to distant body-sites, is cell invasion through dense tissues composed of extracellular matrix and various non-cancerous cells. Cell invasion requires cell-cytoskeleton remodeling to facilitate dynamic morphological changes and force application. We have previously shown invasive cell subsets in heterogeneous samples can rapidly (2 h) and forcefully indent non-degradable, impenetrable, synthetic gels to cell-scale depths. The amounts of indenting cells and their attained depths provide the mechanical invasiveness of the sample, which as we have shown agrees with the in vitro metastatic potential and the in vivo metastatic risk in humans. To identify invasive force-application mechanisms, we evaluated changes in mechanical invasiveness following chemical perturbations targeting the structure and function of cytoskeleton elements and associated proteins. We evaluate effects on short-term (2-hr) indentations of single, well-spaced or closely situated cells as compared to long-time-scale Boyden chamber migration. We show that actomyosin inhibition may be used to reduce (mechanical) invasiveness of single or collectively invading cells, while actin-disruption may induce escape-response of treated single-cells, which may promote metastasis.


Asunto(s)
Citoesqueleto de Actina , Actinas , Neoplasias/patología , Resinas Acrílicas , Línea Celular Tumoral , Movimiento Celular , Supervivencia Celular , Humanos
11.
J Biomech ; 110: 109967, 2020 09 18.
Artículo en Inglés | MEDLINE | ID: mdl-32827777

RESUMEN

Traction force microscopy has been established as the accepted method for evaluating cell-induced mechanical stresses to their microenvironments, typically using two-dimensional (2D) elastic, synthetic gel-substrates. As cells naturally experience 3D environments in vivo, traction microscopy has been adapted to 3D gels; cells can be tracked over time in 3D. Microscopy images acquired in several fields-of-view e.g. in a time series, may experience drift, which can produce artefactual results that may appear valid and lead to flawed analysis. Hence, we have developed an algorithm for 2D/3D de-drifting of cell-images on 3D gels with fiducial markers (beads) as anchor points. Both lateral and vertical de-drifting are performed using gel-internalized beads, as those used in traction microscopy experiments; this eliminates need for immobilizing beads under the gel for de-drifting, and reduces experiment time. We introduce simulations of initially grid-ordered dots (beads) that are radially displaced to experimentally observed distances, while also applying additive drift. This facilitates testing and demonstration of the de-drifting procedures in 2D/3D. We demonstrate the importance of applying de-drifting using both computer-simulated drifts and experimentally observed drifts in confocal microscopy images. We show that our de-drifting algorithm can remove lateral and/or vertical drift revealing even small, underlying signals. The 2D/3D de-drifting algorithm, crucial for accurate identification of cell-induced marker-displacement, as well as the bead simulations, will shorten traction microscopy experiments and facilitate optimization of the experimental protocols.


Asunto(s)
Algoritmos , Marcadores Fiduciales , Simulación por Computador , Imagenología Tridimensional , Microscopía de Fuerza Atómica , Microscopía Confocal
12.
Int J Cancer ; 147(10): 2924-2933, 2020 11 15.
Artículo en Inglés | MEDLINE | ID: mdl-32700789

RESUMEN

Tumor microenvironment-mechanics greatly affect tumor-cell characteristics such as invasion and proliferation. We and others have previously shown that after chemotherapy, tumor cells shed more extracellular vesicles (EVs), leading to tumor growth and even spread, via angiogenesis and the mobilization of specific bone-marrow-derived cells contributing to metastasis. However, physical, mechanobiological and mechanostructural changes at premetastatic sites that may support tumor cell seeding, have yet to be determined. Here, we collected tumor-derived extracellular vesicles (tEV) from breast carcinoma cells exposed to paclitaxel chemotherapy, and tested their effects on tissue mechanics (eg, elasticity and stiffness) of likely metastatic organs in cancer-free mice, using shear rheometry. Cancer-free mice were injected with saline or with tEVs from untreated cells and lung tissue demonstrated widely variable, viscoelastic mechanics, being more elastic than viscous. Contrastingly, tEVs from chemotherapy-exposed cells induced more uniform, viscoelastic lung mechanics, with lower stiffness and viscosity; interestingly, livers were significantly stiffer than both controls. We observe statistically significant differences in softening of lung samples from all three groups under increasing strain-amplitudes and in their stiffening under increasing strain-frequencies; the groups reach similar values at high strain amplitudes and frequencies, indicating local changes in tissue microstructure. Evaluation of genes associated with the extracellular matrix and fibronectin protein-expression revealed potential compositional changes underlying the altered mechanics. Thus, we propose that tEVs, even without cancer cells, contribute to metastasis by changing microstructures at distant organs. This is done partially by altering the composition and mechanostructure of tissues to support tumor cell invasion and seeding.


Asunto(s)
Neoplasias de la Mama/tratamiento farmacológico , Vesículas Extracelulares/trasplante , Pulmón/patología , Paclitaxel/administración & dosificación , Animales , Neoplasias de la Mama/patología , Línea Celular Tumoral , Módulo de Elasticidad , Vesículas Extracelulares/efectos de los fármacos , Femenino , Humanos , Ratones , Trasplante de Neoplasias , Paclitaxel/farmacología , Microambiente Tumoral
13.
Biomech Model Mechanobiol ; 19(3): 1155-1164, 2020 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-31838604

RESUMEN

Mechanical loading naturally controls cell phenotype, development, motility and various other biological functions; however, prolonged or substantial loading can cause cell damage and eventual death. Loading-induced mechanobiological and mechanostructural responses of different cell types affect their morphology and the internal architecture and the mechanics of the cellular components. Using single, mesenchymal stem cells, we have developed a cell-specific three-dimensional finite-element model; cell models were developed from phase-contrast microscopy images. This allowed us to evaluate the mechanostructural response of the naturally occurring variety of cell morphologies to increase sustained compressive loading. We focus on the morphology of the cytoplasm and the nucleus, as the main mechanically responsive elements, and evaluate formation of tensional strains and area changes in cells undergoing increasing uniaxial compressions. Here, we study mesenchymal stem cells as a model, due to their important role in tissue engineering and regenerative medicine; the method and findings are, however, applicable to any cell type. We observe variability in the cell responses to compression, which correlate directly with the morphology of the cells. Specifically, in cells with or without elongated protrusions (i.e., lamellipodia) tensional strains were, respectively, distributed mostly in the thin extensions or concentrated around the stiff nucleus. Thus, through cell-specific computational modeling of mechanical loading we have identified an underlying cause for stiffening (by actin recruitment) along the length of lamellipodia as well as a role for cell morphology in inducing cell-to-cell variability in mechanostructural response to loading.


Asunto(s)
Microscopía de Contraste de Fase/métodos , Estrés Mecánico , Actinas/química , Animales , Fenómenos Biomecánicos , Núcleo Celular/metabolismo , Citoplasma/metabolismo , Análisis de Elementos Finitos , Procesamiento de Imagen Asistido por Computador , Imagenología Tridimensional , Células Madre Mesenquimatosas/citología , Modelos Biológicos , Presión , Seudópodos/metabolismo , Ratas , Ratas Sprague-Dawley , Medicina Regenerativa , Ingeniería de Tejidos/métodos
14.
Biomech Model Mechanobiol ; 19(2): 427-444, 2020 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-31501963

RESUMEN

More than eighty percent of pancreatic cancer involves ductal adenocarcinoma with an abundant desmoplastic extracellular matrix surrounding the solid tumor entity. This aberrant tumor microenvironment facilitates a strong resistance of pancreatic cancer to medication. Although various therapeutic strategies have been reported to be effective in mice with pancreatic cancer, they still need to be tested quantitatively in wider animal-based experiments before being applied as therapies. To aid the design of experiments, we develop a cell-based mathematical model to describe cancer progression under therapy with a specific application to pancreatic cancer. The displacement of cells is simulated by solving a large system of stochastic differential equations with the Euler-Maruyama method. We consider treatment with the PEGylated drug PEGPH20 that breaks down hyaluronan in desmoplastic stroma followed by administration of the chemotherapy drug gemcitabine to inhibit the proliferation of cancer cells. Modeling the effects of PEGPH20 + gemcitabine concentrations is based on Green's fundamental solutions of the reaction-diffusion equation. Moreover, Monte Carlo simulations are performed to quantitatively investigate uncertainties in the input parameters as well as predictions for the likelihood of success of cancer therapy. Our simplified model is able to simulate cancer progression and evaluate treatments to inhibit the progression of cancer.


Asunto(s)
Simulación por Computador , Neoplasias Pancreáticas/patología , Anisotropía , Muerte Celular , División Celular/genética , Línea Celular Tumoral , Movimiento Celular , Desoxicitidina/administración & dosificación , Desoxicitidina/análogos & derivados , Desoxicitidina/farmacología , Desoxicitidina/uso terapéutico , Matriz Extracelular/metabolismo , Humanos , Hialuronoglucosaminidasa/administración & dosificación , Hialuronoglucosaminidasa/farmacología , Hialuronoglucosaminidasa/uso terapéutico , Inyecciones , Método de Montecarlo , Estadificación de Neoplasias , Análisis Numérico Asistido por Computador , Neoplasias Pancreáticas/tratamiento farmacológico , Procesos Estocásticos , Gemcitabina
15.
Med Eng Phys ; 75: 5-12, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31780301

RESUMEN

During metastasis, cancer cells migrate away from the primary tumor-site, encountering different microenvironment topographies that may facilitate or inhibit cancer cell adherence and growth; those relate to sites of invasion and seeding. To evaluate topography effects, poly-lactic-poly-glycolic (PLGA) gels are generated as flat substrates, porous, or with rectangular microchannels of varying widths (5-100 µm) and depths (10/20 µm). The topography effect on time-dependent adherence, proliferation, morphology, alignment and long-term structural development of metastatic breast-cancer and benign cells are evaluated; adherence at short time-scales (3 h) is compared to developed morphologies and multicellular structures (>2 days) indicating function. At short time-scales, both cell types exhibit rounded morphologies, however, while the benign cells tend to cluster the cancer cells preferentially adhered as single cells at high-curvature substrate-sites (e.g. convex pore-edges or channel-edges). At long times, the benign cells develop extensive, tissue-like multicellular sheets spanning across several 10 µm deep channels or filling in single-file 20 µm-deep narrow channels (5-15 µm). Contrastingly, cancer cells mainly attach as single cells to high-curvature channel bottoms, in alignment with narrow channels. Thus, cell responses to topography, specifically their localization and growth in narrow microchannels, may provide a way to distinguish cancer from benign cells, by demonstrating their inherent function.


Asunto(s)
Neoplasias de la Mama/patología , Mama/citología , Mama/patología , Microtecnología/métodos , Recuento de Células , Línea Celular Tumoral , Núcleo Celular/metabolismo , Citoplasma/metabolismo , Humanos
16.
Int Wound J ; 16(5): 1153-1163, 2019 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-31407500

RESUMEN

We demonstrate sodium pyruvate (NaPy) pre-treatment as a successful approach for pressure ulcer (PU) prevention by averting their aetiological origin-cell-level damage and death by large, sustained mechanical loads. We evaluated the NaPy pre-treatment effect on permeability changes in the cell's plasma membrane (PM) following application of in vitro damaging-level strains. Fibroblasts or myoblasts, respectively, models for superficial or deep-tissue damage were grown in 0 or 1 mM NaPy, emulating typical physiological or cell culture conditions. Cells were pre-treated for 4 hours with 0 to 5 mM NaPy prior to 3-hour sustained, damaging-level loads (12% strain). PM permeability was quantified by the cell uptake of small (4 kDa), fluorescent dextran compared with unstrained control using fluorescence-activated cell sorting (FACS). Pre-treatment with 1 mM, and especially 5 mM, NaPy significantly reduces damage to PM integrity. Long-term NaPy pre-exposure can improve protective treatment, affecting fibroblasts and myoblasts differently. Pre-treating with NaPy, a natural cell metabolite, allows cells under damaging-level mechanical loads to maintain their PM integrity, that is, to avoid loss of homeostasis and inevitable, eventual cell death, by preventing initial, microscale stages of PU formation. This pre-treatment may be applied prior to planned periods of immobility, for example, planned surgery or transport, to prolong safe time in a position by preventing initial cell damage that can cascade and lead to PU formation.


Asunto(s)
Muerte Celular/efectos de los fármacos , Citometría de Flujo/métodos , Úlcera por Presión/tratamiento farmacológico , Piruvatos/farmacología , Estrés Mecánico , Animales , Células Cultivadas , Fibroblastos/efectos de los fármacos , Ratones , Modelos Biológicos , Mioblastos/efectos de los fármacos , Úlcera por Presión/patología , Sensibilidad y Especificidad
17.
Clin Biomech (Bristol, Avon) ; 62: 96-103, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30711737

RESUMEN

BACKGROUND: Sustained, low- and mid-level (3-6%), radial stretching combined with varying concentrations of sodium pyruvate (NaPy) supplement increase the migration rate during microscale gap closure following an in vitro injury; NaPy is a physiological supplement often used in cell-culture media. Recently we showed that low-level tensile strains accelerate in vitro kinematics during en masse cell migration; topically applied mechanical deformations also accelerate in vivo healing in larger wounds. The constituents and nutrients at injury sites change. Thus, we combine a supplement with stretching conditions to effectively accelerate wound healing. METHODS: Monolayers of murine fibroblasts (NIH3T3) or myoblasts (C2C12) were cultured in 1 mM NaPy on stretchable, linear-elastic substrates. Monolayers were subjected to 0, 3, or 6% stretching using a custom three-dimensionally printed stretching apparatus, micro-damage was immediately induced, media was replaced with fresh media containing 0, 1, or 5 mM NaPy, and cell migration kinematics during gap-closure were quantitatively evaluated. FINDINGS: In myoblasts, the smallest evaluated strain (3%, minimal risk of damage) combined with preinjury (1 mM) and post-injury exogenous NaPy supplements accelerated gap closure in a statistically significant manner; response was NaPy concentration dependent. In both fibroblasts and myoblasts, when cells were pre-exposed to NaPy, yet no supplement was provided post-injury, mid-level stretches (6%) compensated for post-injury deficiency in exogenous NaPy and accelerated gap-closure in a statistically significant manner. INTERPRETATION: Small deformations combined with NaPy supplement prior-to and following cell-damage accelerate en masse cell migration and can be applied in wound healing, e.g. to preventatively accelerate closure of microscale gaps.


Asunto(s)
Mioblastos/efectos de los fármacos , Células 3T3 NIH/efectos de los fármacos , Ácido Pirúvico/farmacología , Sodio/farmacología , Cicatrización de Heridas , Animales , Fenómenos Biomecánicos , Movimiento Celular/efectos de los fármacos , Ratones , Cicatrización de Heridas/efectos de los fármacos , Cicatrización de Heridas/fisiología
18.
Biomech Model Mechanobiol ; 17(5): 1429-1450, 2018 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-29845458

RESUMEN

Cell migration plays an essential role in cancer metastasis. In cancer invasion through confined spaces, cells must undergo extensive deformation, which is a capability related to their metastatic potentials. Here, we simulate the deformation of the cell and nucleus during invasion through a dense, physiological microenvironment by developing a phenomenological computational model. In our work, cells are attracted by a generic emitting source (e.g., a chemokine or stiffness signal), which is treated by using Green's Fundamental solutions. We use an IMEX integration method where the linear parts and the nonlinear parts are treated by using an Euler backward scheme and an Euler forward method, respectively. We develop the numerical model for an obstacle-induced deformation in 2D or/and 3D. Considering the uncertainty in cell mobility, stochastic processes are incorporated and uncertainties in the input variables are evaluated using Monte Carlo simulations. This quantitative study aims at estimating the likelihood for invasion and the length of the time interval in which the cell invades the tissue through an obstacle. Subsequently, the two-dimensional cell deformation model is applied to simplified cancer metastasis processes to serve as a model for in vivo or in vitro biomedical experiments.


Asunto(s)
Núcleo Celular/patología , Modelos Biológicos , Neoplasias/patología , Movimiento Celular , Polaridad Celular , Simulación por Computador , Células Endoteliales/patología , Humanos , Vasos Linfáticos/patología , Método de Montecarlo , Metástasis de la Neoplasia
19.
Biomech Model Mechanobiol ; 17(2): 367-386, 2018 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-28993948

RESUMEN

Cell migration, known as an orchestrated movement of cells, is crucially important for wound healing, tumor growth, immune response as well as other biomedical processes. This paper presents a cell-based model to describe cell migration in non-isotropic fibrin networks around pancreatic tumor islets. This migration is determined by the mechanical strain energy density as well as cytokines-driven chemotaxis. Cell displacement is modeled by solving a large system of ordinary stochastic differential equations where the stochastic parts result from random walk. The stochastic differential equations are solved by the use of the classical Euler-Maruyama method. In this paper, the influence of anisotropic stromal extracellular matrix in pancreatic tumor islets on T-lymphocytes migration in different immune systems is investigated. As a result, tumor peripheral stromal extracellular matrix impedes the immune response of T-lymphocytes through changing direction of their migration.


Asunto(s)
Movimiento Celular , Fibrina/metabolismo , Modelos Biológicos , Tumores Neuroendocrinos/patología , Adenoma de Células de los Islotes Pancreáticos , Anisotropía , Fenómenos Biomecánicos , Recuento de Células , Colágeno/metabolismo , Simulación por Computador , Células Epiteliales/patología , Humanos , Análisis Numérico Asistido por Computador , Linfocitos T/patología
20.
Sci Technol Adv Mater ; 18(1): 987-996, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-29230255

RESUMEN

The aim of this study was to develop a porous chitosan scaffold with long-acting drug release as an artificial dressing to promote skin wound healing. The dressing was fabricated by pre-freezing at different temperatures (-20 and -80 °C) for different periods of time, followed by freeze-drying to form porous chitosan scaffolds with different pore sizes. The chitosan scaffolds were then used to investigate the effect of the controlled release of fibroblast growth factor-basic (bFGF) and transforming growth factor-ß1 (TGFß1) on mouse fibroblast cells (L929) and bovine carotid endothelial cells (BEC). The biocompatibility of the prepared chitosan scaffold was confirmed with WST-1 proliferation and viability assay, which demonstrated that the material is suitable for cell growth. The results of this study show that the pore sizes of the porous scaffolds prepared by freeze-drying can change depending on the pre-freezing temperature and time via the formation of ice crystals. In this study, the scaffolds with the largest pore size were found to be 153 ± 32 µm and scaffolds with the smallest pores to be 34 ± 9 µm. Through cell culture analysis, it was found that the concentration that increased proliferation of L929 cells for bFGF was 0.005 to 0.1 ng/mL, and the concentration for TGFß1 was 0.005 to 1 ng/mL. The cell culture of the chitosan scaffold and growth factors shows that 3.75 ng of bFGF in scaffolds with pore sizes of 153 ± 32 µm can promote L929 cell proliferation, while 400 pg of TGFß1 in scaffolds with pore size of 34 ± 9 µm can enhance the proliferation of L929 cells, but also inhibit BEC proliferation. It is proposed that the prepared chitosan scaffolds can form a multi-drug (bFGF and TGFß1) release dressing that has the ability to control wound healing via regulating the proliferation of different cell types.

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