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1.
Cell Rep Methods ; 3(11): 100625, 2023 Nov 20.
Article in English | MEDLINE | ID: mdl-37918402

ABSTRACT

Single-cell whole-genome sequencing (scWGS) enables the assessment of genome-level molecular differences between individual cells with particular relevance to genetically diverse systems like solid tumors. The application of scWGS was limited due to a dearth of accessible platforms capable of producing high-throughput profiles. We present a technique that leverages nucleosome disruption methodologies with the widely adopted 10× Genomics ATAC-seq workflow to produce scWGS profiles for high-throughput copy-number analysis without new equipment or custom reagents. We further demonstrate the use of commercially available indexed transposase complexes from ScaleBio for sample multiplexing, reducing the per-sample preparation costs. Finally, we demonstrate that sequential indexed tagmentation with an intervening nucleosome disruption step allows for the generation of both ATAC and WGS data from the same cell, producing comparable data to the unimodal assays. By exclusively utilizing accessible commercial reagents, we anticipate that these scWGS and scWGS+ATAC methods can be broadly adopted by the research community.


Subject(s)
Chromatin , Nucleosomes , Chromatin/genetics , Nucleosomes/genetics , Sequence Analysis, DNA/methods , High-Throughput Nucleotide Sequencing/methods , Genome
2.
Nat Biotechnol ; 40(12): 1823-1833, 2022 12.
Article in English | MEDLINE | ID: mdl-35788566

ABSTRACT

Systematically identifying synergistic combinations of targeted agents and immunotherapies for cancer treatments remains difficult. In this study, we integrated high-throughput and high-content techniques-an implantable microdevice to administer multiple drugs into different sites in tumors at nanodoses and multiplexed imaging of tumor microenvironmental states-to investigate the tumor cell and immunological response signatures to different treatment regimens. Using a mouse model of breast cancer, we identified effective combinations from among numerous agents within days. In vivo studies in three immunocompetent mammary carcinoma models demonstrated that the predicted combinations synergistically increased therapeutic efficacy. We identified at least five promising treatment strategies, of which the panobinostat, venetoclax and anti-CD40 triple therapy was the most effective in inducing complete tumor remission across models. Successful drug combinations increased spatial association of cancer stem cells with dendritic cells during immunogenic cell death, suggesting this as an important mechanism of action in long-term breast cancer control.


Subject(s)
Antineoplastic Agents , Neoplasms , Humans , Immunotherapy , Panobinostat , Drug Delivery Systems , Cell Line, Tumor
3.
Mol Cancer Res ; 19(11): 1854-1867, 2021 11.
Article in English | MEDLINE | ID: mdl-34330844

ABSTRACT

Previous transcriptome studies of human pancreatic ductal adenocarcinoma (PDAC) compare non-cancerous pancreatic intraepithelial neoplasias (PanIN) with late-stage PDAC obtained from different patients, thus have limited ability to discern network dynamics that contribute to the disease progression. We demonstrated previously that the 10-22 cell line, an induced pluripotent stem cell-like line reprogrammed from late-stage human PDAC cells, recapitulated the progression from PanINs to PDAC upon transplantation into NOD/LtSz-scid/IL2R-gammanull mice. Herein, we investigated the transition from precursor to PDAC using the isogenic model. We analyzed transcriptomes of genetically tagged 10-22 cells progressing from PanINs to PDAC in mice and validated the results using The Cancer Genome Atlas PDAC dataset, human clinical PanIN and PDAC tissues, and a well-established murine PDAC model. We functionally studied candidate proteins using human normal (H6C7) and cancerous (Miapaca2, Aspc1) pancreatic ductal epithelial cell lines. 10-22 cell-derived PDAC displayed the molecular signature of clinical human PDAC. Expression changes of many genes were transient during PDAC progression. Pathways for extracellular vesicle transport and neuronal cell differentiation were derepressed in the progression of PanINs to PDAC. HMG-box transcription factor 1 (HBP1) and BTB domain and CNC homolog 1 (BACH1) were implicated in regulating dynamically expressed genes during PDAC progression, and their expressions inversely correlated with PDAC patients' prognosis. Ectopic expression of HBP1 increased proliferation and migration of normal and cancerous pancreatic cells, indicating that HBP1 may confer the cell dissemination capacity in early PDAC progression. This unique longitudinal analysis provides insights into networks underlying human PDAC progression and pathogenesis. IMPLICATIONS: Manipulation of HBP1, BACH1, and RUN3 networks during PDAC progression can be harnessed to develop new targets for treating PDAC.


Subject(s)
Adenocarcinoma/genetics , Carcinoma, Pancreatic Ductal/genetics , Transcriptome/genetics , Adenocarcinoma/mortality , Adenocarcinoma/pathology , Animals , Carcinoma, Pancreatic Ductal/mortality , Carcinoma, Pancreatic Ductal/pathology , Disease Progression , Humans , Longitudinal Studies , Mice , Survival Analysis
4.
Sci Rep ; 9(1): 10860, 2019 07 26.
Article in English | MEDLINE | ID: mdl-31350423

ABSTRACT

Direct visualization of the spatial relationships of the dental pulp tissue at the whole-organ has remained challenging. CLARITY (Clear Lipid-exchanged Acrylamide Tissue hYdrogel) is a tissue clearing method that has enabled successful 3-dimensional (3D) imaging of intact tissues with high-resolution and preserved anatomic structures. We used CLARITY to study the whole human dental pulp with emphasis on the neurovascular components. Dental pulps from sound teeth were CLARITY-cleared, immunostained for PGP9.5 and CD31, as markers for peripheral neurons and blood vessels, respectively, and imaged with light sheet microscopy. Visualization of the whole dental pulp innervation and vasculature was achieved. Innervation comprised 40% of the dental pulp volume and the vasculature another 40%. Marked innervation morphological differences between uni- and multiradicular teeth were found, also distinct neurovascular interplays. Quantification of the neural and vascular structures distribution, diameter and area showed that blood vessels in the capillary size range was twice as high as that of nerve fibers. In conclusion whole CLARITY-cleared dental pulp samples revealed 3D-morphological neurovascular interactions that could not be visualized with standard microscopy. This represents an outstanding tool to study the molecular and structural intricacies of whole dental tissues in the context of disease and treatment methods.


Subject(s)
Acrylamide/chemistry , Capillaries/diagnostic imaging , Dental Pulp/diagnostic imaging , Hydrogels/chemistry , Imaging, Three-Dimensional/methods , Microscopy/methods , Nerve Net/diagnostic imaging , Adult , Bicuspid/diagnostic imaging , Cuspid/diagnostic imaging , Dental Pulp/blood supply , Fluorescent Antibody Technique/methods , Healthy Volunteers , Humans , Nerve Fibers/ultrastructure , Young Adult
5.
Cell Rep ; 26(3): 608-623.e6, 2019 01 15.
Article in English | MEDLINE | ID: mdl-30650355

ABSTRACT

The tumor microenvironment plays a critical role in tumor growth, progression, and therapeutic resistance, but interrogating the role of specific tumor-stromal interactions on tumorigenic phenotypes is challenging within in vivo tissues. Here, we tested whether three-dimensional (3D) bioprinting could improve in vitro models by incorporating multiple cell types into scaffold-free tumor tissues with defined architecture. We generated tumor tissues from distinct subtypes of breast or pancreatic cancer in relevant microenvironments and demonstrate that this technique can model patient-specific tumors by using primary patient tissue. We assess intrinsic, extrinsic, and spatial tumorigenic phenotypes in bioprinted tissues and find that cellular proliferation, extracellular matrix deposition, and cellular migration are altered in response to extrinsic signals or therapies. Together, this work demonstrates that multi-cell-type bioprinted tissues can recapitulate aspects of in vivo neoplastic tissues and provide a manipulable system for the interrogation of multiple tumorigenic endpoints in the context of distinct tumor microenvironments.


Subject(s)
Bioprinting/methods , Humans , Phenotype , Tumor Microenvironment
6.
J Cell Sci ; 127(Pt 22): 4894-903, 2014 Nov 15.
Article in English | MEDLINE | ID: mdl-25217627

ABSTRACT

The dynamic interactions between cells and basement membranes serve as essential regulators of tissue architecture and function in metazoans, and perturbation of these interactions contributes to the progression of a wide range of human diseases, including cancers. Here, we reveal the pathway and mechanism for the endocytic trafficking of a prominent basement membrane protein, laminin-111 (referred to here as laminin), and their disruption in disease. Live-cell imaging of epithelial cells revealed pronounced internalization of laminin into endocytic vesicles. Laminin internalization was receptor mediated and dynamin dependent, and laminin proceeded to the lysosome through the late endosome. Manipulation of laminin receptor expression revealed that the dominant regulator of laminin internalization is dystroglycan, a laminin receptor that is functionally perturbed in muscular dystrophies and in many cancers. Correspondingly, laminin internalization was found to be deficient in aggressive cancer cells displaying non-functional dystroglycan, and restoration of dystroglycan function strongly enhanced the endocytosis of laminin in both breast cancer and glioblastoma cells. These results establish previously unrecognized mechanisms for the modulation of cell-basement-membrane communication in normal cells and identify a profound disruption of endocytic laminin trafficking in aggressive cancer subtypes.


Subject(s)
Dystroglycans/metabolism , Laminin/metabolism , Neoplasms/metabolism , Animals , Basement Membrane/metabolism , Endocytosis , Female , Humans , Mammary Glands, Animal/cytology , Mammary Glands, Animal/metabolism , Mammary Glands, Human/cytology , Mammary Glands, Human/metabolism , Mice , Mice, Knockout , Pregnancy
7.
Cancer Res ; 72(10): 2578-88, 2012 May 15.
Article in English | MEDLINE | ID: mdl-22589276

ABSTRACT

Perturbations in the composition and assembly of extracellular matrices (ECM) contribute to progression of numerous diseases, including cancers. Anchoring of laminins at the cell surface enables assembly and signaling of many ECMs, but the possible contributions of altered laminin anchoring to cancer progression remain undetermined. In this study, we investigated the prominence and origins of defective laminin anchoring in cancer cells and its association with cancer subtypes and clinical outcomes. We found loss of laminin anchoring to be widespread in cancer cells. Perturbation of laminin anchoring originated from several distinct defects, which all led to dysfunctional glycosylation of the ECM receptor dystroglycan. In aggressive breast and brain cancers, defective laminin anchoring was often due to suppressed expression of the glycosyltransferase LARGE. Reduced expression of LARGE characterized a broad array of human tumors in which it was associated with aggressive cancer subtypes and poor clinical outcomes. Notably, this defect robustly predicted poor survival in patients with brain cancers. Restoring LARGE expression repaired anchoring of exogenous and endogenous laminin and modulated cell proliferation and tumor growth. Together, our findings suggest that defects in laminin anchoring occur commonly in cancer cells, are characteristic of aggressive cancer subtypes, and are important drivers of disease progression.


Subject(s)
Cell Membrane/metabolism , Laminin/metabolism , Neoplasms/metabolism , Cell Line, Tumor , Cell Proliferation , Disease Progression , Dystroglycans/metabolism , Extracellular Matrix/metabolism , Glycosylation , Humans , N-Acetylglucosaminyltransferases/metabolism
8.
J Cell Sci ; 123(Pt 21): 3683-92, 2010 Nov 01.
Article in English | MEDLINE | ID: mdl-20940259

ABSTRACT

Receptors for basement membrane (BM) proteins, including dystroglycan (DG), coordinate tissue development and function by mechanisms that are only partially defined. To further elucidate these mechanisms, we generated a conditional knockout of DG in the epithelial compartment of the mouse mammary gland. Deletion of DG caused an inhibition of mammary epithelial outgrowth and a failure of lactation. Surprisingly, loss of DG in vivo did not disrupt normal tissue architecture or BM formation, even though cultured Dag1-null epithelial cells failed to assemble laminin-111 at the cell surface. The absence of DG was, however, associated with a marked loss in activity of signal transducer and activator of transcription 5 (STAT5). Loss of DG perturbed STAT5 signaling induced by either prolactin or growth hormone. We found that DG regulates signaling by both hormones in a manner that is dependent on laminin-111 binding, but independent of the DG cytoplasmic domain, suggesting that it acts via a co-receptor mechanism reliant on DG-mediated laminin assembly. These results demonstrate a requirement for DG in the growth and function of a mammalian epithelial tissue in vivo. Moreover, we reveal a selective role for DG in the control of multiple STAT5-dependent hormone signaling pathways, with implications for numerous diseases in which DG function is compromised.


Subject(s)
Basement Membrane/metabolism , Dystroglycans/metabolism , Laminin/biosynthesis , Mammary Glands, Animal/metabolism , STAT5 Transcription Factor/metabolism , Animals , Basement Membrane/growth & development , Basement Membrane/pathology , Dystroglycans/genetics , Epithelium/pathology , Female , Growth Hormone/biosynthesis , Growth Hormone/genetics , Lactation/genetics , Laminin/genetics , Mammary Glands, Animal/growth & development , Mammary Glands, Animal/pathology , Mice , Mice, Inbred C57BL , Mice, Knockout , Morphogenesis/genetics , Pregnancy , Prolactin/metabolism , Protein Binding/genetics , STAT5 Transcription Factor/genetics , Signal Transduction/genetics , Signal Transduction/immunology
9.
J Cell Biol ; 184(1): 57-66, 2009 Jan 12.
Article in English | MEDLINE | ID: mdl-19139262

ABSTRACT

Epithelial cells, once dissociated and placed in two-dimensional (2D) cultures, rapidly lose tissue-specific functions. We showed previously that in addition to prolactin, signaling by laminin-111 was necessary to restore functional differentiation of mammary epithelia. Here, we elucidate two additional aspects of laminin-111 action. We show that in 2D cultures, the prolactin receptor is basolaterally localized and physically segregated from its apically placed ligand. Detachment of the cells exposes the receptor to ligation by prolactin leading to signal transducers and activators of transcription protein 5 (STAT5) activation, but only transiently and not sufficiently for induction of milk protein expression. We show that laminin-111 reorganizes mammary cells into polarized acini, allowing both the exposure of the prolactin receptor and sustained activation of STAT5. The use of constitutively active STAT5 constructs showed that the latter is necessary and sufficient for chromatin reorganization and beta-casein transcription. These results underscore the crucial role of continuous laminin signaling and polarized tissue architecture in maintenance of transcription factor activation, chromatin organization, and tissue-specific gene expression.


Subject(s)
Chromatin Assembly and Disassembly , Mammary Glands, Animal/physiology , STAT5 Transcription Factor/physiology , Acetylation , Animals , Caseins/metabolism , Cell Culture Techniques , Cell Differentiation , Dystroglycans/metabolism , Histones/metabolism , Janus Kinase 2/metabolism , Laminin/pharmacology , Mammary Glands, Animal/cytology , Mice , Milk Proteins/metabolism , Phosphorylation , Prolactin/pharmacology , Promoter Regions, Genetic , RNA, Messenger/metabolism , Receptors, Prolactin/analysis , Receptors, Prolactin/metabolism , STAT5 Transcription Factor/genetics , STAT5 Transcription Factor/metabolism , Signal Transduction
10.
Traffic ; 9(12): 2063-72, 2008 Dec.
Article in English | MEDLINE | ID: mdl-18764929

ABSTRACT

Dystroglycan (DG) is an extracellular matrix receptor implicated in muscular dystrophies and cancers. DG belongs to the membrane-tethered mucin family and is composed of extracellular (alpha-DG) and transmembrane (beta-DG) subunits stably coupled at the cell surface. These two subunits are generated by autoproteolysis of a monomeric precursor within a distinctive protein motif called sea urchin-enterokinase-agrin (SEA) domain, yet the purpose of this cleavage and heterodimer creation is uncertain. In this study, we identify a functional nuclear localization signal within beta-DG and show that, in addition to associating with alpha-DG at the cell surface, the full-length and glycosylated beta-DG autonomously traffics to the cytoplasm and nucleoplasm in a process that occurs independent of alpha-DG ligand binding. The trafficking pattern of beta-DG mirrors that of MUC1-C, the transmembrane subunit of the related MUC1 oncoprotein, also a heterodimeric membrane-tethered mucin created by SEA autoproteolysis. We show that the transmembrane subunits of both MUC1 and DG transit the secretory pathway prior to nuclear targeting and that their monomeric precursors maintain the capacity for nuclear trafficking. A screen of breast carcinoma cell lines of distinct pathophysiological origins revealed considerable variability in the nuclear partitioning of beta-DG, indicating that nuclear localization of beta-DG is regulated, albeit independent of extracellular ligand binding. These findings point to novel intracellular functions for beta-DG, with possible disease implications. They also reveal an evolutionarily conserved role for SEA autoproteolysis, serving to enable independent functions of mucin transmembrane subunits, enacted by a shared and poorly understood pathway of segregated subunit trafficking.


Subject(s)
Cell Nucleus/metabolism , Dystroglycans/metabolism , Mucins/metabolism , Active Transport, Cell Nucleus , Amino Acid Sequence , Animals , Carcinoma/metabolism , Cell Line, Tumor , Cytoplasm/metabolism , Dystroglycans/chemistry , Dystroglycans/genetics , Humans , Molecular Sequence Data , Mucins/chemistry , Sequence Alignment
11.
FASEB J ; 22(2): 612-21, 2008 Feb.
Article in English | MEDLINE | ID: mdl-17905726

ABSTRACT

Post-translational modifications of the extracellular matrix receptor dystroglycan (DG) determine its functional state, and defects in these modifications are linked to muscular dystrophies and cancers. A prominent feature of DG biosynthesis is a precursor cleavage that segregates the ligand-binding and transmembrane domains into the noncovalently attached alpha- and beta-subunits. We investigate here the structural determinants and functional significance of this cleavage. We show that cleavage of DG elicits a conspicuous change in its ligand-binding activity. Mutations that obstruct this cleavage result in increased capacity to bind laminin, in part, due to enhanced glycosylation of alpha-DG. Reconstitution of DG cleavage in a cell-free expression system demonstrates that cleavage takes place in the endoplasmic reticulum, providing a suitable regulatory point for later processing events. Sequence and mutational analyses reveal that the cleavage occurs within a full SEA (sea urchin, enterokinase, agrin) module with traits matching those ascribed to autoproteolysis. Thus, cleavage of DG constitutes a control point for the modulation of its ligand-binding properties, with therapeutic implications for muscular dystrophies. We provide a structural model for the cleavage domain that is validated by experimental analysis and discuss this cleavage in the context of mucin protein and SEA domain evolution.


Subject(s)
Dystroglycans/metabolism , Peptide Hydrolases/metabolism , Amino Acid Sequence , Animals , Cell Line , Conserved Sequence , Dystroglycans/chemistry , Dystroglycans/genetics , Humans , Laminin/metabolism , Models, Molecular , Molecular Sequence Data , Mutation/genetics , Peptide Hydrolases/genetics , Protein Binding , Protein Structure, Tertiary , Protein Subunits/chemistry , Protein Subunits/metabolism , Sequence Alignment
12.
J Cell Sci ; 119(Pt 19): 4047-58, 2006 Oct 01.
Article in English | MEDLINE | ID: mdl-16968749

ABSTRACT

Precise contact between epithelial cells and their underlying basement membrane is crucial to the maintenance of tissue architecture and function. To understand the role that the laminin receptor dystroglycan (DG) plays in these processes, we assayed cell responses to laminin-111 following conditional ablation of DG gene (Dag1) expression in cultured mammary epithelial cells. Strikingly, DG loss disrupted laminin-111-induced polarity and beta-casein production, and abolished laminin assembly at the step of laminin binding to the cell surface. Dystroglycan re-expression restored these deficiencies. Investigations of the mechanism revealed that DG cytoplasmic sequences were not necessary for laminin assembly and signaling, and only when the entire mucin domain of extracellular DG was deleted did laminin assembly not occur. These results demonstrate that DG is essential as a laminin-111 co-receptor in mammary epithelial cells that functions by mediating laminin anchoring to the cell surface, a process that allows laminin polymerization, tissue polarity and beta-casein induction. The observed loss of laminin-111 assembly and signaling in Dag1(-/-) mammary epithelial cells provides insights into the signaling changes occurring in breast carcinomas and other cancers, where the binding function of DG to laminin is frequently defective.


Subject(s)
Caseins/metabolism , Cell Polarity/genetics , Dystroglycans/genetics , Dystroglycans/physiology , Epithelial Cells/metabolism , Laminin/metabolism , Mammary Glands, Animal/cytology , Animals , Cells, Cultured , Chimera/physiology , Dystroglycans/chemistry , Female , Mice , Mice, Transgenic , Models, Biological , Pregnancy , Protein Structure, Tertiary
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