ABSTRACT
The high rate of attrition among clinical-stage therapies, due largely to an inability to predict human toxicity and/or efficacy, underscores the need for in vitro models that better recapitulate in vivo human biology. In much the same way that additive manufacturing has revolutionized the production of solid objects, three-dimensional (3D) bioprinting is enabling the automated production of more architecturally and functionally accurate in vitro tissue culture models. Here, we provide an overview of the most commonly used bioprinting approaches and how they are being used to generate complex in vitro tissues for use in toxicology and disease modeling research.
Subject(s)
Bioprinting , Disease , Models, Biological , Printing, Three-Dimensional , Toxicology , Humans , Kidney/drug effects , Liver/drug effects , Skin/drug effectsABSTRACT
Approximately 3,500 mammalian genes are predicted to be secreted or single-pass transmembrane proteins. The function of the majority of these genes is still unknown, and a number of the encoded proteins might find use as new therapeutic agents themselves or as targets for small molecule or antibody drug development. To analyze the physiological activities of the extracellular proteome, we developed a large-scale, high-throughput protein expression, purification, and screening platform. For this study, the complete human extracellular proteome was analyzed and prioritized based on genome-wide disease association studies to select 529 initial target genes. These genes were cloned into three expression vectors as native sequences and as N-terminal and C-terminal Fc fusions to create an initial collection of 806 purified secreted proteins. To determine its utility, this library was screened in an OCT4-based cellular assay to identify regulators of human embryonic stem-cell self-renewal. We found that the pigment epithelium-derived factor can promote long-term pluripotent growth of human embryonic stem cells without bFGF or TGFbeta/Activin/Nodal ligand supplementation. Our results further indicate that activation of the pigment epithelium-derived factor receptor-Erk1/2 signaling pathway by the pigment epithelium-derived factor is sufficient to maintain the self-renewal of pluripotent human embryonic stem cells. These experiments illustrate the potential for discovering novel biological functions by directly screening protein diversity in cell-based phenotypic or reporter assays.
Subject(s)
Embryonic Stem Cells/metabolism , Octamer Transcription Factor-3/metabolism , Pluripotent Stem Cells/metabolism , Proteome/metabolism , Embryonic Stem Cells/cytology , Embryonic Stem Cells/drug effects , Genome-Wide Association Study , High-Throughput Screening Assays , Humans , Mitogen-Activated Protein Kinase 3/genetics , Mitogen-Activated Protein Kinase 3/metabolism , Octamer Transcription Factor-3/genetics , Pluripotent Stem Cells/cytology , Pluripotent Stem Cells/drug effects , Proteome/genetics , Receptors, Neuropeptide/genetics , Receptors, Neuropeptide/metabolism , Signal TransductionABSTRACT
Hepatic fibrosis develops from a series of complex interactions among resident and recruited cells making it a challenge to replicate using standard in vitro approaches. While studies have demonstrated the importance of macrophages in fibrogenesis, the role of Kupffer cells (KCs) in modulating the initial response remains elusive. Previous work demonstrated utility of 3D bioprinted liver to recapitulate basic fibrogenic features following treatment with fibrosis-associated agents. In the present study, culture conditions were modified to recapitulate a gradual accumulation of collagen within the tissues over an extended exposure timeframe. Under these conditions, KCs were added to the model to examine their impact on the injury/fibrogenic response following cytokine and drug stimuli. A 28-day exposure to 10 ng/mL TGF-ß1 and 0.209 µM methotrexate (MTX) resulted in sustained LDH release which was attenuated when KCs were incorporated in the model. Assessment of miR-122 confirmed early hepatocyte injury in response to TGF-ß1 that appeared delayed in the presence of KCs, whereas MTX-induced increases in miR-122 were observed when KCs were incorporated in the model. Although the collagen responses were mild under the conditions tested to mimic early fibrotic injury, a global reduction in cytokines was observed in the KC-modified tissue model following treatment. Furthermore, gene expression profiling suggests KCs have a significant impact on baseline tissue function over time and an important modulatory role dependent on the context of injury. Although the number of differentially expressed genes across treatments was comparable, pathway enrichment suggests distinct, KC- and time-dependent changes in the transcriptome for each agent. As such, the incorporation of KCs and impact on baseline tissue homeostasis may be important in recapitulating temporal dynamics of the fibrogenic response to different agents.
Subject(s)
Kupffer Cells/metabolism , Liver/metabolism , Methotrexate/toxicity , Transforming Growth Factor beta1/metabolism , Cells, Cultured , Enzyme-Linked Immunosorbent Assay , Hepatic Stellate Cells/drug effects , Hepatic Stellate Cells/metabolism , Hepatocytes/drug effects , Hepatocytes/metabolism , Humans , Kupffer Cells/drug effects , Liver/drug effects , Liver Cirrhosis/metabolism , Macrophages/drug effects , Macrophages/metabolismABSTRACT
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 MicroenvironmentABSTRACT
The human intestinal mucosa is a critical site for absorption, distribution, metabolism, and excretion (ADME)/Tox studies in drug development and is difficult to recapitulate in vitro. Using bioprinting, we generated three-dimensional (3D) intestinal tissue composed of human primary intestinal epithelial cells and myofibroblasts with architecture and function to model the native intestine. The 3D intestinal tissue demonstrates a polarized epithelium with tight junctions and specialized epithelial cell types and expresses functional and inducible CYP450 enzymes. The 3D intestinal tissues develop physiological barrier function, distinguish between high- and low-permeability compounds, and have functional P-gp and BCRP transporters. Biochemical and histological characterization demonstrate that 3D intestinal tissues can generate an injury response to compound-induced toxicity and inflammation. This model is compatible with existing preclinical assays and may be implemented as an additional bridge to clinical trials by enhancing safety and efficacy prediction in drug development.
ABSTRACT
Due to its exposure to high concentrations of xenobiotics, the kidney proximal tubule is a primary site of nephrotoxicity and resulting attrition in the drug development pipeline. Current pre-clinical methods using 2D cell cultures and animal models are unable to fully recapitulate clinical drug responses due to limited in vitro functional lifespan, or species-specific differences. Using Organovo's proprietary 3D bioprinting platform, we have developed a fully cellular human in vitro model of the proximal tubule interstitial interface comprising renal fibroblasts, endothelial cells, and primary human renal proximal tubule epithelial cells to enable more accurate prediction of tissue-level clinical outcomes. Histological characterization demonstrated formation of extensive microvascular networks supported by endogenous extracellular matrix deposition. The epithelial cells of the 3D proximal tubule tissues demonstrated tight junction formation and expression of renal uptake and efflux transporters; the polarized localization and function of P-gp and SGLT2 were confirmed. Treatment of 3D proximal tubule tissues with the nephrotoxin cisplatin induced loss of tissue viability and epithelial cells in a dose-dependent fashion, and cimetidine rescued these effects, confirming the role of the OCT2 transporter in cisplatin-induced nephrotoxicity. The tissues also demonstrated a fibrotic response to TGFß as assessed by an increase in gene expression associated with human fibrosis and histological verification of excess extracellular matrix deposition. Together, these results suggest that the bioprinted 3D proximal tubule model can serve as a test bed for the mechanistic assessment of human nephrotoxicity and the development of pathogenic states involving epithelial-interstitial interactions, making them an important adjunct to animal studies.
ABSTRACT
Compound-induced liver injury leading to fibrosis remains a challenge for the development of an Adverse Outcome Pathway useful for human risk assessment. Latency to detection and lack of early, systematically detectable biomarkers make it difficult to characterize the dynamic and complex intercellular interactions that occur during progressive liver injury. Here, we demonstrate the utility of bioprinted tissue constructs comprising primary hepatocytes, hepatic stellate cells, and endothelial cells to model methotrexate- and thioacetamide-induced liver injury leading to fibrosis. Repeated, low-concentration exposure to these compounds enabled the detection and differentiation of multiple modes of liver injury, including hepatocellular damage, and progressive fibrogenesis characterized by the deposition and accumulation of fibrillar collagens in patterns analogous to those described in clinical samples obtained from patients with fibrotic liver injury. Transient cytokine production and upregulation of fibrosis-associated genes ACTA2 and COL1A1 mimics hallmark features of a classic wound-healing response. A surge in proinflammatory cytokines (eg, IL-8, IL-1ß) during the early culture time period is followed by concentration- and treatment-dependent alterations in immunomodulatory and chemotactic cytokines such as IL-13, IL-6, and MCP-1. These combined data provide strong proof-of-concept that 3D bioprinted liver tissues can recapitulate drug-, chemical-, and TGF-ß1-induced fibrogenesis at the cellular, molecular, and histological levels and underscore the value of the model for further exploration of compound-specific fibrogenic responses. This novel system will enable a more comprehensive characterization of key attributes unique to fibrogenic agents during the onset and progression of liver injury as well as mechanistic insights, thus improving compound risk assessment.
Subject(s)
Bioprinting/methods , Chemical and Drug Induced Liver Injury/etiology , Liver Cirrhosis/chemically induced , Liver/drug effects , Methotrexate/toxicity , Printing, Three-Dimensional , Thioacetamide/toxicity , Biomarkers/metabolism , Cells, Cultured , Chemical and Drug Induced Liver Injury/genetics , Chemical and Drug Induced Liver Injury/metabolism , Chemical and Drug Induced Liver Injury/pathology , Coculture Techniques , Collagen/metabolism , Cytokines/metabolism , Dose-Response Relationship, Drug , Endothelial Cells/drug effects , Endothelial Cells/metabolism , Endothelial Cells/pathology , Feasibility Studies , Gene Expression Regulation , Hepatic Stellate Cells/drug effects , Hepatic Stellate Cells/metabolism , Hepatic Stellate Cells/pathology , Hepatocytes/drug effects , Hepatocytes/metabolism , Hepatocytes/pathology , Humans , Liver/pathology , Liver Cirrhosis/genetics , Liver Cirrhosis/metabolism , Liver Cirrhosis/pathology , Phenotype , Risk Assessment , Time FactorsABSTRACT
Modeling clinically relevant tissue responses using cell models poses a significant challenge for drug development, in particular for drug induced liver injury (DILI). This is mainly because existing liver models lack longevity and tissue-level complexity which limits their utility in predictive toxicology. In this study, we established and characterized novel bioprinted human liver tissue mimetics comprised of patient-derived hepatocytes and non-parenchymal cells in a defined architecture. Scaffold-free assembly of different cell types in an in vivo-relevant architecture allowed for histologic analysis that revealed distinct intercellular hepatocyte junctions, CD31+ endothelial networks, and desmin positive, smooth muscle actin negative quiescent stellates. Unlike what was seen in 2D hepatocyte cultures, the tissues maintained levels of ATP, Albumin as well as expression and drug-induced enzyme activity of Cytochrome P450s over 4 weeks in culture. To assess the ability of the 3D liver cultures to model tissue-level DILI, dose responses of Trovafloxacin, a drug whose hepatotoxic potential could not be assessed by standard pre-clinical models, were compared to the structurally related non-toxic drug Levofloxacin. Trovafloxacin induced significant, dose-dependent toxicity at clinically relevant doses (≤ 4uM). Interestingly, Trovafloxacin toxicity was observed without lipopolysaccharide stimulation and in the absence of resident macrophages in contrast to earlier reports. Together, these results demonstrate that 3D bioprinted liver tissues can both effectively model DILI and distinguish between highly related compounds with differential profile. Thus, the combination of patient-derived primary cells with bioprinting technology here for the first time demonstrates superior performance in terms of mimicking human drug response in a known target organ at the tissue level.
Subject(s)
Bioprinting , Chemical and Drug Induced Liver Injury/diagnosis , Hepatocytes/drug effects , Imaging, Three-Dimensional , Liver/drug effects , Albumins/metabolism , Cell Culture Techniques , Cell Proliferation , Cells, Cultured , Cytochrome P-450 CYP3A/metabolism , Drug-Related Side Effects and Adverse Reactions , Fluoroquinolones/administration & dosage , Hepatocytes/cytology , Hepatocytes/metabolism , Humans , Image Processing, Computer-Assisted , Levofloxacin/administration & dosage , Lipopolysaccharides/metabolism , Liver/metabolism , Naphthyridines/administration & dosage , Platelet Endothelial Cell Adhesion Molecule-1/metabolismABSTRACT
GPBAR1 (also known as TGR5) is a G-protein-coupled receptor (GPCR) that triggers intracellular signals upon ligation by various bile acids. The receptor has been studied mainly for its function in energy expenditure and glucose homeostasis, and there is little information on the role of GPBAR1 in the context of inflammation. After a high-throughput screening campaign, we identified isonicotinamides exemplified by compound 3 as nonsteroidal GPBAR1 agonists. We optimized this series to potent derivatives that are active on both human and murine GPBAR1. These agonists inhibited the secretion of the proinflammatory cytokines TNF-α and IL-12 but not the antiinflammatory IL-10 in primary human monocytes. These effects translate in vivo, as compound 15 inhibits LPS induced TNF-α and IL-12 release in mice. The response was GPBAR1 dependent, as demonstrated using knockout mice. Furthermore, agonism of GPBAR1 stabilized the phenotype of the alternative, noninflammatory, M2-like type cells during differentiation of monocytes into macrophages. Overall, our results illustrate an important regulatory role for GPBAR1 agonists as controllers of inflammation.
Subject(s)
Anti-Inflammatory Agents/pharmacology , Indoles/pharmacology , Inflammation/metabolism , Interleukin-10/metabolism , Interleukin-12/metabolism , Macrophages/metabolism , Monocytes/metabolism , Niacinamide/analogs & derivatives , Receptors, G-Protein-Coupled/agonists , Tumor Necrosis Factor-alpha/metabolism , Animals , Anti-Inflammatory Agents/chemistry , Calcium/metabolism , Cyclic AMP/metabolism , Enzyme-Linked Immunosorbent Assay , Humans , Indoles/chemistry , Inflammation/drug therapy , Inflammation/immunology , Jurkat Cells , Lipopolysaccharides/pharmacology , Macrophages/drug effects , Macrophages/immunology , Mice , Mice, Inbred C57BL , Mice, Knockout , Monocytes/drug effects , Monocytes/immunology , Niacinamide/chemistry , Niacinamide/pharmacology , Receptors, G-Protein-Coupled/physiologyABSTRACT
Oxysterols have recently been identified as natural ligands for a G protein-coupled receptor called EBI2 (aka GPR183) ( Nature 2011 , 475 , 524 ; 519 ). EBI2 is highly expressed in immune cells ( J. Biol. Chem. 2006 , 281 , 13199 ), and its activation has been shown to be critical for the adaptive immune response and has been genetically linked to autoimmune diseases such as type I diabetes ( Nature 2010 , 467 , 460 ). Here we describe the isolation of a potent small molecule antagonist for the EBI2 receptor. First, we identified a small molecule agonist NIBR51 (1), which enabled identification of inhibitors of receptor activation. One antagonist called NIBR127 (2) was used as a starting point for a medicinal chemistry campaign, which yielded NIBR189 (4m). This compound was extensively characterized in binding and various functional signaling assays. Furthermore, we have used 4m to block migration of a monocyte cell line called U937, suggesting a functional role of the oxysterol/EBI2 pathway in these immune cells.
Subject(s)
Herpesvirus 4, Human , Receptors, G-Protein-Coupled/antagonists & inhibitors , Animals , CHO Cells , Calcium/metabolism , Cricetulus , Humans , Male , Mice , Mice, Inbred C57BL , U937 CellsABSTRACT
Activation of the G-protein coupled receptor (GPCR) Takeda G-protein receptor 5 (TGR5), also known as G-protein bile acid receptor 1 (GPBAR1), has been shown to play a key role in pathways associated with diabetes, metabolic syndrome, and autoimmune disease. Nipecotamide 5 was identified as an attractive starting point after a high-throughput screen (HTS) for receptor agonists. A comprehensive hit-to-lead effort culminated in the discovery of 45h as a potent, selective, and bioavailable TGR5 agonist to test in preclinical metabolic disease models. In genetically obese mice (ob/ob), 45h was as effective as a dipeptidyl peptidase-4 (DPP-4) inhibitor at reducing peak glucose levels in an acute oral glucose tolerance test (OGTT), but this effect was lost upon chronic dosing.
Subject(s)
Hypoglycemic Agents/chemical synthesis , Piperazines/chemical synthesis , Receptors, G-Protein-Coupled/agonists , Administration, Oral , Animals , Biological Availability , Drug Discovery , Glucagon-Like Peptide 1/analysis , Humans , Hypoglycemic Agents/pharmacokinetics , Hypoglycemic Agents/pharmacology , Male , Mice , Mice, Inbred C57BL , Mice, Obese , Piperazines/pharmacology , Structure-Activity RelationshipABSTRACT
A growing number of orphan G-protein-coupled receptors (GPCRs) have been reported to be activated by lipid ligands, such as lysophosphatidic acid, sphingosine 1-phosphate (S1P), and cannabinoids, for which there are already well established receptors. These new ligand claims are controversial due to either lack of independent confirmations or conflicting reports. We used the beta-arrestin PathHunter assay system, a newly developed, generic GPCR assay format that measures beta-arrestin binding to GPCRs, to evaluate lipid receptor and ligand pairing. This assay eliminates interference from endogenous receptors on the parental cells because it measures a signal that is specifically generated by the tagged receptor and is immediately downstream of receptor activation. We screened a large number of newly "deorphaned" receptors (GPR23, GPR92, GPR55, G2A, GPR18, GPR3, GPR6, GPR12, and GPR63) and control receptors against a collection of approximately 400 lipid molecules to try to identify the receptor ligand in an unbiased fashion. GPR92 was confirmed to be a lysophosphatidic acid receptor with weaker responses to farnesyl pyrophosphate and geranylgeranyl diphosphate. The putative cannabinoid receptor GPR55 responded strongly to AM251, rimonabant, and lysophosphatidylinositol but only very weakly to endocannabinoids. G2A receptor was confirmed to be an oxidized free fatty acid receptor. In addition, we discovered that 3,3'-diindolylmethane, a dietary molecule from cruciferous vegetables, which has known anti-cancer properties, to be a CB(2) receptor partial agonist, with binding affinity around 1 microm. The anti-inflammatory effect of 3,3'-diindolylmethane in RAW264.7 cells was shown to be partially mediated by CB(2).
Subject(s)
Arrestins/metabolism , Cannabinoids/metabolism , Lysophospholipids/metabolism , Receptors, G-Protein-Coupled/metabolism , Sphingosine/analogs & derivatives , Animals , CHO Cells , Cricetinae , Cricetulus , Humans , Mice , Sphingosine/metabolism , beta-ArrestinsABSTRACT
Despite decades of research, HIV remains a global health threat. Issues of multi-drug resistance and lack of an effective vaccine have recently led to the targeting of host factors for anti-viral drug development. While a few genome-wide screens for novel HIV co-factors have been reported, the promise of finding a therapeutic target has yet to be realized. Here, we report a screen of a cDNA library representing 15,000 unique genes in an infectious HIV system, and show that genomic screening can lead to the identification of novel proviral host factors. Mixed lineage kinase 3 (MLK3/MAP3K11) was identified as one of the strongest enhancers of infection and mutant studies show that its activity is dependent on its kinase function. Consistent with its known role in the activation of the AP-1 pathway through JNK kinase, MLK3 was able to enhance Tat-dependent HIV transcription in vitro thus leading to an increase in infection signal. RNA interference studies confirm the involvement of endogenous MLK3 in HIV infection, further implicating this kinase as a potential therapeutic target.
Subject(s)
DNA, Complementary/analysis , HIV Infections/genetics , HIV/growth & development , MAP Kinase Kinase Kinases/physiology , Anti-HIV Agents/pharmacology , Gene Library , Gene Products, tat/physiology , Genome , HIV Infections/drug therapy , HeLa Cells , Humans , Jurkat Cells , MAP Kinase Kinase Kinases/genetics , Mutation , Proviruses/growth & development , RNA Interference , Transcription, Genetic , tat Gene Products, Human Immunodeficiency Virus , Mitogen-Activated Protein Kinase Kinase Kinase 11ABSTRACT
In order to identify novel proviral host factors involved in human immunodeficiency virus (HIV) infection, we performed a screen of a small interfering RNA (siRNA) library targeting 5,000 genes with the highest potential for being targets for therapeutics. Many siRNAs in the library against known host factors, such as TSG101, furin, and CXCR4, were identified as inhibitors by the screen and thus served as internal validation. In addition, many novel factors whose knockdown inhibited infection were identified, including Pak3, a member of the serine/threonine group I PAK kinases. The HIV accessory factor Nef has been shown to associate with a PAK kinase, leading to enhanced viral production; however, the exact identity of the kinase has remained controversial. Prompted by the Pak3 screen hit, we further investigated the involvement of group I PAK kinases in HIV using siRNA. Contrary to the current literature, Pak1 depletion strongly inhibited HIV infection in multiple cell systems and decreased levels of integrated provirus, while Pak2 depletion showed no effect. Overexpression of a constitutively active Pak1 mutant also enhanced HIV infection, further supporting its role as the dominant PAK involved.
Subject(s)
Gene Expression Regulation, Viral/drug effects , HIV Infections , Protein Serine-Threonine Kinases/physiology , RNA, Small Interfering/pharmacology , Virus Replication/drug effects , HIV-1/physiology , HeLa Cells , Humans , Protein Serine-Threonine Kinases/chemistry , Protein Serine-Threonine Kinases/genetics , Protein Serine-Threonine Kinases/metabolism , RNA, Small Interfering/genetics , Receptors, Cell Surface/genetics , Receptors, Virus/genetics , Virus Replication/genetics , p21-Activated KinasesABSTRACT
A novel sulfanyltriazole was discovered as an HIV-1 non-nucleoside reverse transcriptase inhibitor via HTS using a cell-based assay. Chemical modifications and molecular modeling studies were carried out to establish its SAR and understand its interactions with the enzyme. These modifications led to the identification of sulfanyltriazoles with low nanomolar potency for inhibiting HIV-1 replication and promising activities against selected NNRTI resistant mutants. These novel and potent sulfanyltriazoles could serve as advanced leads for further optimization.