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1.
Ann Biomed Eng ; 49(8): 1900-1908, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34142276

ABSTRACT

In Ethiopia, a breast cancer diagnosis is associated with a prognosis significantly worse than that of Europe and the US. Further, patients presenting with breast cancer in Ethiopia are far younger, on average, and patients are typically diagnosed at very late stages, relative to breast cancer patients of European descent. Emerging data suggest that a large proportion of Ethiopian patients have hormone-positive (ER+) breast cancer. This is surprising given (1) that patients have late-stage breast cancer at the time of diagnosis, (2) that African Americans with breast cancer frequently have triple negative breast cancer (TNBC), and (3) these patients typically receive chemotherapy, not hormone-targeting drugs. To further examine the similarity of Ethiopian breast tumors to those of African Americans or of those of European descent, we sequenced matched tumor and normal adjacent tissue from Ethiopian patients from a small pilot collection. We identified mutations in 615 genes across all three patients, unique to the tumor tissue. Across this analysis, we found far more mutations shared between Ethiopian patient tissue and that from white patients (103) than we did comparing to African Americans (3). Several mutations were found in extracellular matrix encoding genes with known roles in tumor cell growth and metastasis. We suggest future mechanistic studies on this disease focus on these genes first, toward finding new treatment strategies for breast cancer patients in Ethiopia.


Subject(s)
Genes, Neoplasm , Mutation , Triple Negative Breast Neoplasms/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Child , Child, Preschool , Ethiopia/ethnology , Female , Humans , Infant , Middle Aged , Neoplasm Metastasis , Triple Negative Breast Neoplasms/ethnology , Triple Negative Breast Neoplasms/pathology , Triple Negative Breast Neoplasms/therapy
2.
Sci Adv ; 6(11): eaaz4157, 2020 03.
Article in English | MEDLINE | ID: mdl-32195352

ABSTRACT

Tumors can undergo long periods of dormancy, with cancer cells entering a largely quiescent, nonproliferative state before reactivation and outgrowth. To understand the role of the extracellular matrix (ECM) in regulating tumor dormancy, we created an in vitro cell culture system with carefully controlled ECM substrates to observe entrance into and exit from dormancy with live imaging. We saw that cell populations capable of surviving entrance into long-term dormancy were heterogeneous, containing quiescent, cell cycle-arrested, and actively proliferating cells. Cell populations capable of entering dormancy formed an organized, fibrillar fibronectin matrix via αvß3 and α5ß1 integrin adhesion, ROCK-generated tension, and TGFß2 stimulation, and cancer cell outgrowth after dormancy required MMP-2-mediated fibronectin degradation. We propose this approach as a useful, in vitro method to study factors important in regulating dormancy, and we used it here to elucidate a role for fibronectin deposition and MMP activation.


Subject(s)
Breast Neoplasms/metabolism , Fibronectins/metabolism , Neoplasm Proteins/metabolism , Breast Neoplasms/pathology , Female , Humans , Integrin alpha5beta1/metabolism , Integrin alphaVbeta3/metabolism , MCF-7 Cells , Matrix Metalloproteinase 2/metabolism
3.
Adv Exp Med Biol ; 1092: 253-287, 2018.
Article in English | MEDLINE | ID: mdl-30368757

ABSTRACT

ECM stiffness is emerging as a prognostic marker of tumor aggression or potential for relapse. However, conflicting reports muddle the question of whether increasing or decreasing stiffness is associated with aggressive disease. This chapter discusses this controversy in more detail, but the fact that tumor stiffening plays a key role in cancer progression and in regulating cancer cell behaviors is clear. The impact of having in vitro biomaterial systems that could capture this stiffening during tumor evolution is very high. These cell culture platforms could help reveal the mechanistic underpinnings of this evolution, find new therapeutic targets to inhibit the cross talk between tumor development and ECM stiffening, and serve as better, more physiologically relevant platforms for drug screening.


Subject(s)
Biocompatible Materials , Extracellular Matrix , Neoplasms/pathology , Biomechanical Phenomena , Humans
4.
Mol Syst Biol ; 14(8): e8322, 2018 08 06.
Article in English | MEDLINE | ID: mdl-30082272

ABSTRACT

Due to tumor heterogeneity, most believe that effective treatments should be tailored to the features of an individual tumor or tumor subclass. It is still unclear, however, what information should be considered for optimal disease stratification, and most prior work focuses on tumor genomics. Here, we focus on the tumor microenvironment. Using a large-scale coculture assay optimized to measure drug-induced cell death, we identify tumor-stroma interactions that modulate drug sensitivity. Our data show that the chemo-insensitivity typically associated with aggressive subtypes of breast cancer is not observed if these cells are grown in 2D or 3D monoculture, but is manifested when these cells are cocultured with stromal cells, such as fibroblasts. Furthermore, we find that fibroblasts influence drug responses in two distinct and divergent manners, associated with the tissue from which the fibroblasts were harvested. These divergent phenotypes occur regardless of the drug tested and result from modulation of apoptotic priming within tumor cells. Our study highlights unexpected diversity in tumor-stroma interactions, and we reveal new principles that dictate how fibroblasts alter tumor drug responses.


Subject(s)
Breast Neoplasms/drug therapy , Drug Resistance, Neoplasm/drug effects , Fibroblasts/drug effects , Stromal Cells/drug effects , Antineoplastic Agents/adverse effects , Antineoplastic Agents/pharmacology , Apoptosis/drug effects , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Coculture Techniques , Female , Genetic Heterogeneity/drug effects , Humans , Precision Medicine , Stromal Cells/pathology , Tumor Microenvironment/drug effects
5.
Genes Dev ; 32(7-8): 497-511, 2018 04 01.
Article in English | MEDLINE | ID: mdl-29674394

ABSTRACT

The metabolite acetyl-coenzyme A (acetyl-CoA) is the required acetyl donor for lysine acetylation and thereby links metabolism, signaling, and epigenetics. Nutrient availability alters acetyl-CoA levels in cancer cells, correlating with changes in global histone acetylation and gene expression. However, the specific molecular mechanisms through which acetyl-CoA production impacts gene expression and its functional roles in promoting malignant phenotypes are poorly understood. Here, using histone H3 Lys27 acetylation (H3K27ac) ChIP-seq (chromatin immunoprecipitation [ChIP] coupled with next-generation sequencing) with normalization to an exogenous reference genome (ChIP-Rx), we found that changes in acetyl-CoA abundance trigger site-specific regulation of H3K27ac, correlating with gene expression as opposed to uniformly modulating this mark at all genes. Genes involved in integrin signaling and cell adhesion were identified as acetyl-CoA-responsive in glioblastoma cells, and we demonstrate that ATP citrate lyase (ACLY)-dependent acetyl-CoA production promotes cell migration and adhesion to the extracellular matrix. Mechanistically, the transcription factor NFAT1 (nuclear factor of activated T cells 1) was found to mediate acetyl-CoA-dependent gene regulation and cell adhesion. This occurs through modulation of Ca2+ signals, triggering NFAT1 nuclear translocation when acetyl-CoA is abundant. The findings of this study thus establish that acetyl-CoA impacts H3K27ac at specific loci, correlating with gene expression, and that expression of cell adhesion genes are driven by acetyl-CoA in part through activation of Ca2+-NFAT signaling.


Subject(s)
Acetyl Coenzyme A/metabolism , Calcium Signaling , Cell Adhesion , Cell Movement , Glioblastoma/metabolism , NFATC Transcription Factors/metabolism , ATP Citrate (pro-S)-Lyase/metabolism , Acetylation , Animals , Cell Adhesion/genetics , Cell Line, Tumor , Cell Movement/genetics , Female , Gene Expression Regulation, Neoplastic , Glioblastoma/genetics , Glioblastoma/pathology , Glucose/metabolism , Histones/metabolism , Mice, Nude
6.
ACS Biomater Sci Eng ; 4(2): 410-420, 2018 Feb 12.
Article in English | MEDLINE | ID: mdl-29527571

ABSTRACT

Improved in vitro models are needed to better understand cancer progression and bridge the gap between in vitro proof-of-concept studies, in vivo validation, and clinical application. Multicellular tumor spheroids (MCTS) are a popular method for three-dimensional (3D) cell culture, because they capture some aspects of the dimensionality, cell-cell contact, and cell-matrix interactions seen in vivo. Many approaches exist to create MCTS from cell lines, and they have been used to study tumor cell invasion, growth, and how cells respond to drugs in physiologically relevant 3D microenvironments. However, there are several discrepancies in the observations made of cell behaviors when comparing between MCTS formation methods. To resolve these inconsistencies, we created and compared the behavior of breast, prostate, and ovarian cancer cells across three MCTS formation methods: in polyNIPAAM gels, in microwells, or in suspension culture. These methods formed MCTS via proliferation from single cells or passive aggregation, and therefore showed differential reliance on genes important for cell-cell or cell-matrix interactions. We also found that the MCTS formation method dictated drug sensitivity, where MCTS formed over longer periods of time via clonal growth were more resistant to treatment. Toward clinical application, we compared an ovarian cancer cell line MCTS formed in polyNIPAAM with cells from patient-derived malignant ascites. The method that relied on clonal growth (PolyNIPAAM gel) was more time and cost intensive, but yielded MCTS that were uniformly spherical, and exhibited the most reproducible drug responses. Conversely, MCTS methods that relied on aggregation were faster, but yielded MCTS with grapelike, lobular structures. These three MCTS formation methods differed in culture time requirements and complexity, and had distinct drug response profiles, suggesting the choice of MCTS formation method should be carefully chosen based on the application required.

7.
APL Bioeng ; 2(2): 026112, 2018 Jun.
Article in English | MEDLINE | ID: mdl-31069309

ABSTRACT

Appropriately chosen descriptive models of cell migration in biomaterials will allow researchers to characterize and ultimately predict the movement of cells in engineered systems for a variety of applications in tissue engineering. The persistent random walk (PRW) model accurately describes cell migration on two-dimensional (2D) substrates. However, this model inherently cannot describe subdiffusive cell movement, i.e., migration paths in which the root mean square displacement increases more slowly than the square root of the time interval. Subdiffusivity is a common characteristic of cells moving in confined environments, such as three-dimensional (3D) porous scaffolds, hydrogel networks, and in vivo tissues. We demonstrate that a generalized anomalous diffusion (AD) model, which uses a simple power law to relate the mean square displacement to time, more accurately captures individual cell migration paths across a range of engineered 2D and 3D environments than does the more commonly used PRW model. We used the AD model parameters to distinguish cell movement profiles on substrates with different chemokinetic factors, geometries (2D vs 3D), substrate adhesivities, and compliances. Although the two models performed with equal precision for superdiffusive cells, we suggest a simple AD model, in lieu of PRW, to describe cell trajectories in populations with a significant subdiffusive fraction, such as cells in confined, 3D environments.

8.
Integr Biol (Camb) ; 9(12): 912-924, 2017 Dec 11.
Article in English | MEDLINE | ID: mdl-29159332

ABSTRACT

Traditional drug screening methods lack features of the tumor microenvironment that contribute to resistance. Most studies examine cell response in a single biomaterial platform in depth, leaving a gap in understanding how extracellular signals such as stiffness, dimensionality, and cell-cell contacts act independently or are integrated within a cell to affect either drug sensitivity or resistance. This is critically important, as adaptive resistance is mediated, at least in part, by the extracellular matrix (ECM) of the tumor microenvironment. We developed an approach to screen drug responses in cells cultured on 2D and in 3D biomaterial environments to explore how key features of ECM mediate drug response. This approach uncovered that cells on 2D hydrogels and spheroids encapsulated in 3D hydrogels were less responsive to receptor tyrosine kinase (RTK)-targeting drugs sorafenib and lapatinib, but not cytotoxic drugs, compared to single cells in hydrogels and cells on plastic. We found that transcriptomic differences between these in vitro models and tumor xenografts did not reveal mechanisms of ECM-mediated resistance to sorafenib. However, a systems biology analysis of phospho-kinome data uncovered that variation in MEK phosphorylation was associated with RTK-targeted drug resistance. Using sorafenib as a model drug, we found that co-administration with a MEK inhibitor decreased ECM-mediated resistance in vitro and reduced in vivo tumor burden compared to sorafenib alone. In sum, we provide a novel strategy for identifying and overcoming ECM-mediated resistance mechanisms by performing drug screening, phospho-kinome analysis, and systems biology across multiple biomaterial environments.


Subject(s)
Biocompatible Materials/chemistry , Drug Resistance, Neoplasm/drug effects , Tumor Microenvironment , Animals , Antineoplastic Agents/pharmacology , Benzamides/chemistry , Cell Communication , Cell Line, Tumor , Diphenylamine/analogs & derivatives , Diphenylamine/chemistry , Drug Evaluation, Preclinical , Extracellular Matrix/drug effects , Female , Humans , Hydrogels/chemistry , Hydrogen/chemistry , Linear Models , MAP Kinase Kinase Kinases/metabolism , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Transplantation , Niacinamide/administration & dosage , Niacinamide/analogs & derivatives , Niacinamide/pharmacology , Phenylurea Compounds/administration & dosage , Phenylurea Compounds/pharmacology , Phosphoproteins/chemistry , Phosphorylation , Plastics , Sorafenib , Spheroids, Cellular/chemistry , Systems Biology , Transcriptome
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