698 results on '"Griffith, Linda G."'
Search Results
102. Advances in Biomedical Engineering
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Griffith, Linda G. and Grodzinsky, Alan J.
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- 2001
103. OrgaQuant: Intestinal Organoid Localization and Quantification Using Deep Convolutional Neural Networks
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Kassis, Timothy, Hernandez-Gordillo, Victor, Langer, Ronit, and Griffith, Linda G.
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Artificial neural network ,business.industry ,Computer science ,Intestinal organoids ,Pattern recognition ,Convolutional neural network ,Pipeline (software) ,Object detection ,In vitro ,Cell culture ,Native tissue ,Extracellular ,Organoid ,Artificial intelligence ,business - Abstract
Organoid cultures are proving to be powerful in vitro models that closely mimic the cellular constituents of their native tissue. The organoids are typically expanded and cultured in a 3D environment using either naturally derived or synthetic extracellular matrices. Assessing the morphology and growth characteristics of these cultures has been difficult due to the many imaging artifacts that accompany the corresponding images. Unlike single cell cultures, there are no reliable segmentation techniques that allow for the localization and quantification of organoids in their 3D culture environment. Here we describe OrgaQuant, a deep convolutional neural network implementation that can locate and quantify the size distribution of intestinal organoids in brightfield images. OrgaQuant is an end-to-end trained neural network that requires no parameter tweaking, thus it can be fully automated to analyze thousands of images with no user intervention. To develop OrgaQuant we created a unique dataset of manually annotated intestinal organoid images and trained an object detection pipeline using TensorFlow. We have made the dataset, trained model and inference scripts publically available along with detailed usage instructions.
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- 2018
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104. Engineering Helical Modular Polypeptide-Based Hydrogels as Synthetic Extracellular Matrices for Cell Culture
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He, Hongkun, primary, Sofman, Marianna, additional, Wang, Alex J-S, additional, Ahrens, Caroline C., additional, Wang, Wade, additional, Griffith, Linda G., additional, and Hammond, Paula T., additional
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- 2019
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105. Niche-inspired synthetic matrices for epithelial organoid culture
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Hernandez-Gordillo, Victor, primary, Kassis, Timothy, additional, Lampejo, Arinola, additional, Choi, GiHun, additional, Gamboa, Mario E., additional, Gnecco, Juan S., additional, Breault, David T., additional, Carrier, Rebecca, additional, and Griffith, Linda G., additional
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- 2019
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106. Development and Application of the Metalloprotease Activity Multiplexed Bead-Based Immunoassay (MAMBI)
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Ahrens, Caroline C., primary, Chiswick, Evan L., additional, Ravindra, Kodihalli C., additional, Miller, Miles A., additional, Ramseier, Julie Y., additional, Isaacson, Keith B., additional, Lauffenburger, Douglas A., additional, and Griffith, Linda G., additional
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- 2019
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107. C. difficile-associated antibiotics prime the host for infection by a microbiome-independent mechanism
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Kester, Jemila C., primary, Brubaker, Douglas K., additional, Velazquez, Jason, additional, Wright, Charles, additional, Lauffenburger, Douglas A., additional, and Griffith, Linda G., additional
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- 2019
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108. Gut-Liver physiomimetics reveal paradoxical modulation of IBD-related inflammation by short-chain fatty acids
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Trapecar, Martin, primary, Communal, Catherine, additional, Velazquez, Jason, additional, Maass, Christian Alexander, additional, Huang, Yu-Ja, additional, Schneider, Kirsten, additional, Wright, Charles W., additional, Eng, George, additional, Yilmaz, Omer, additional, Trumper, David, additional, and Griffith, Linda G., additional
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- 2019
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109. Application of a gut-immune co-culture system for the study of N-glycan-dependent host-pathogen interactions ofCampylobacter jejuni
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Zamora, Cristina Y., primary, Ward, Elizabeth M., additional, Kester, Jemila C., additional, Kelly Chen, Wen Li, additional, Velazquez, Jason G., additional, Griffith, Linda G., additional, and Imperiali, Barbara, additional
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- 2019
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110. Analysis of an Integrated Human Multiorgan Microphysiological System for Combined Tolcapone Metabolism and Brain Metabolomics
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Wang, Xin, primary, Cirit, Murat, additional, Wishnok, John S., additional, Griffith, Linda G., additional, and Tannenbaum, Steven R., additional
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- 2019
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111. Vascular Networks: Quantitative Label-Free Imaging of 3D Vascular Networks Self-Assembled in Synthetic Hydrogels (Adv. Healthcare Mater. 2/2019)
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Kaushik, Gaurav, primary, Gil, Daniel A., additional, Torr, Elizabeth, additional, Berge, Elizabeth S., additional, Soref, Cheryl, additional, Uhl, Peyton, additional, Fontana, Gianluca, additional, Antosiewicz-Bourget, Jessica, additional, Edington, Collin, additional, Schwartz, Michael P., additional, Griffith, Linda G., additional, Thomson, James A., additional, Skala, Melissa C., additional, Daly, William T., additional, and Murphy, William L., additional
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- 2019
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112. A three-dimensional osteochondral composite scaffold for articular cartilage repair
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Sherwood, Jill K, Riley, Susan L, Palazzolo, Robert, Brown, Scott C, Monkhouse, Donald C, Coates, Matt, Griffith, Linda G, Landeen, Lee K, and Ratcliffe, Anthony
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- 2002
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113. PiFlow: A biocompatible low-cost programmable dynamic flow pumping system utilizing a Raspberry Pi Zero and commercial piezoelectric pumps
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Massachusetts Institute of Technology. Research Laboratory of Electronics, Kassis, Timothy, Perez, Paola M., Yang, Chloe J., Soenksen Martinez, Luis Ruben, Trumper, David L, Griffith, Linda G, Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Massachusetts Institute of Technology. Research Laboratory of Electronics, Kassis, Timothy, Perez, Paola M., Yang, Chloe J., Soenksen Martinez, Luis Ruben, Trumper, David L, and Griffith, Linda G
- Abstract
With the rise of research utilizing microphysiological systems (MPSs), the need for tools that enable the physiological mimicking of the relevant cellular environment is vital. The limited ability to reproduce crucial features of the microenvironment, such as surrounding fluid flow and dynamic changes in biochemical stimuli, severely limits the types of experiments that can be carried out. Current equipment to achieve this, such as syringe and peristaltic pumps, is expensive, large, difficult to program and has limited potential for scalability. Here, we present a new pumping platform that is open-source, low-cost, modular, scalable, fully-programmable and easy to assemble that can be incorporated into cell culture systems to better recapitulate physiological environments. By controlling two commercially available piezoelectric pumps using a Raspberry Pi Zero microcontroller, the system is capable of producing arbitrary dynamic flow profiles with reliable flow rates ranging from 1 to 3000 µL/min as specified by an easily programmable Python-based script. We validated the accuracy of the flow rates, the use of time-varying profiles, and the practicality of the system by creating repeatable dynamic concentration profiles using a 3D-printed static micromixer., United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (W911NF-12-2-0039)
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- 2018
114. Local remodeling of synthetic extracellular matrix microenvironments by co-cultured endometrial epithelial and stromal cells enables long-term dynamic physiological function
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology. Department of Mechanical Engineering, Cook, Christi Dionne, Hill, Abby, Guo, Margaret G., Stockdale, Linda, Papps, Julia P, Lauffenburger, Douglas A, Griffith, Linda G, Isaacson, Keith B., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology. Department of Mechanical Engineering, Cook, Christi Dionne, Hill, Abby, Guo, Margaret G., Stockdale, Linda, Papps, Julia P, Lauffenburger, Douglas A, Griffith, Linda G, and Isaacson, Keith B.
- Abstract
Mucosal barrier tissues, comprising a layer of tightly-bonded epithelial cells in intimate molecular communication with an underlying matrix-rich stroma containing fibroblasts and immune cells, are prominent targets for drugs against infection, chronic inflammation, and other disease processes. Although human in vitro models of such barriers are needed for mechanistic studies and drug development, differences in extracellular matrix (ECM) needs of epithelial and stromal cells hinder efforts to create such models. Here, using the endometrium as an example mucosal barrier, we describe a synthetic, modular ECM hydrogel suitable for 3D functional co-culture, featuring components that can be remodeled by cells and that respond dynamically to sequester local cell-secreted ECM characteristic of each cell type. The synthetic hydrogel combines peptides with off-the-shelf reagents and is thus accessible to cell biology labs. Specifically, we first identified a single peptide as suitable for initial attachment of both endometrial epithelial and stromal cells using a 2D semi-empirical screen. Then, using a co-culture system of epithelial cells cultured on top of gel-encapsulated stromal cells, we show that inclusion of ECM-binding peptides in the hydrogel, along with the integrin-binding peptide, leads to enhanced accumulation of basement membrane beneath the epithelial layer and more fibrillar collagen matrix assembly by stromal cells over two weeks in culture. Importantly, endometrial co-cultures composed of either cell lines or primary cells displayed hormone-mediated differentiation as assessed by morphological changes and secretory protein production. A multiplex analysis of apical cytokine and growth factor secretion comparing cell lines and primary cells revealed strikingly different patterns, underscoring the importance of using primary cell models in analysis of cell-cell communication networks. In summary, we define a "one-size-fits-all" synthetic ECM that enables lon, John and Karinne Begg Fund, National Institutes of Health (T32 GM 008334 (Interdepartmental Biotechnology Training Program)), United States. Defense Advanced Research Projects Agency (Microphysiological Systems: Program W911NF-12-2-0039), Manton Foundation, National Science Foundation (U.S.) Science Technology Center. Emergent Behaviors of Integrated Cellular Systems, National Institutes of Health (grant DP3-DK097681), United States. Army Research Office. Institute for Collaborative Biotechnologies (grant W91NF-09-001), National Cancer Institute (U.S.) (Koch Institute Support (core) Grant P30-CA14051)
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- 2018
115. Establishing quasi-steady state operations of microphysiological systems (MPS) using tissue-specific metabolic dependencies
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Maass, Christian Alexander, LaBarge, Matthew E, Shockley, Michael J, Valdez Macias, Jorge Luis, Geishecker, Emily R, Griffith, Linda G, Cirit, Murat, Dallas, Matthew, Stokes, Cynthia L., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Maass, Christian Alexander, LaBarge, Matthew E, Shockley, Michael J, Valdez Macias, Jorge Luis, Geishecker, Emily R, Griffith, Linda G, Cirit, Murat, Dallas, Matthew, and Stokes, Cynthia L.
- Abstract
Microphysiological systems (MPS), consisting of tissue constructs, biomaterials, and culture media, aim to recapitulate relevant organ functions in vitro. MPS components are housed in fluidic hardware with operational protocols, such as periodic complete media replacement. Such batch-like operations provide relevant nutrients and remove waste products but also reset cell-secreted mediators (e.g. cytokines, hormones) and potentially limit exposure to drugs (and metabolites). While each component plays an essential role for tissue functionality, MPS-specific nutrient needs are not yet well-characterized nor utilized to operate MPSs at more physiologically-relevant conditions. MPS-specific nutrient needs for gut (immortalized cancer cells), liver (human primary hepatocytes) and cardiac (iPSC-derived cardiomyocytes) MPSs were experimentally quantified. In a long-term study of the gut MPS (10 days), this knowledge was used to design operational protocols to maintain glucose and lactate at desired levels. This quasi-steady state operation was experimentally validated by monitoring glucose and lactate as well as MPS functionality. In a theoretical study, nutrient needs of an integrated multi-MPS platform (gut, liver, cardiac MPSs) were computationally simulated to identify long-term quasi-steady state operations. This integrative experimental and computational approach demonstrates the utilization of quantitative multi-scale characterization of MPSs and incorporating MPS-specific information to establish more physiologically-relevant experimental operations., United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (W911NF-12-2-0039), National Institutes of Health (U.S.) (U24TR001951), National Institutes of Health (U.S.). Microphysiological Systems Program (4-UH3-TR000496-03)
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- 2018
116. Modification of proteolytic activity matrix analysis (PrAMA) to measure ADAM10 and ADAM17 sheddase activities in cell and tissue lysates
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Miller, Miles Aaron, Griffith, Linda G, Lauffenburger, Douglas A, Yoneyama, Toshie, Gorry, Michael, Gaither-Davis, Autumn, Lin, Yan, Moss, Marcia L., Stabile, Laura P., Herman, James G., Vujanovic, Nikola L., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Miller, Miles Aaron, Griffith, Linda G, Lauffenburger, Douglas A, Yoneyama, Toshie, Gorry, Michael, Gaither-Davis, Autumn, Lin, Yan, Moss, Marcia L., Stabile, Laura P., Herman, James G., and Vujanovic, Nikola L.
- Abstract
Increases in expression of ADAM10 and ADAM17 genes and proteins have been evaluated, but not validated as cancer biomarkers. Specific enzyme activities better reflect enzyme cellular functions, and might be better biomarkers than enzyme genes or proteins. However, no high throughput assay is available to test this possibility. Recent studies have developed the high throughput real-time proteolytic activity matrix analysis (PrAMA) that integrates the enzymatic processing of multiple enzyme substrates with mathematical-modeling computation. The original PrAMA measures with significant accuracy the activities of individual metalloproteinases expressed on live cells. To make the biomarker assay usable in clinical practice, we modified PrAMA by testing enzymatic activities in cell and tissue lysates supplemented with broad-spectrum non-MP enzyme inhibitors, and by maximizing the assay specificity using systematic mathematical-modeling analyses. The modified PrAMA accurately measured the absence and decreases of ADAM10 sheddase activity (ADAM10sa) and ADAM17sa in ADAM10-/-and ADAM17-/-mouse embryonic fibroblasts (MEFs), and ADAM10- and ADAM17-siRNA transfected human cancer cells, respectively. It also measured the restoration and inhibition of ADAM10sa in ADAM10-cDNA-transfected ADAM10-/-MEFs and GI254023X-treated human cancer cell and tissue lysates, respectively. Additionally, the modified PrAMA simultaneously quantified with significant accuracy ADAM10sa and ADAM17sa in multiple human tumor specimens, and showed the essential characteristics of a robust high throughput multiplex assay that could be broadly used in biomarker studies. Selectively measuring specific enzyme activities, this new clinically applicable assay is potentially superior to the standard protein- and gene-expression assays that do not distinguish active and inactive enzyme forms.
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- 2018
117. ADAM10 Sheddase Activity is a Potential Lung-Cancer Biomarker
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Miller, Miles Aaron, Griffith, Linda G, Lauffenburger, Douglas A, Yoneyama, Toshie, Gorry, Michael, Sobo-Vujanovic, Andrea, Lin, Yan, Vujanovic, Lazar, Gaither-Davis, Autumn, Moss, Marcia L., Stabile, Laura P., Herman, James, Vujanovic, Nikola L., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Miller, Miles Aaron, Griffith, Linda G, Lauffenburger, Douglas A, Yoneyama, Toshie, Gorry, Michael, Sobo-Vujanovic, Andrea, Lin, Yan, Vujanovic, Lazar, Gaither-Davis, Autumn, Moss, Marcia L., Stabile, Laura P., Herman, James, and Vujanovic, Nikola L.
- Abstract
Background: Increases in expression of ADAM10 and ADAM17 genes and proteins are inconsistently found in cancer lesions, and are not validated as clinically useful biomarkers. The enzyme-specific proteolytic activities, which are solely mediated by the active mature enzymes, directly reflect enzyme cellular functions and might be superior biomarkers than the enzyme gene or protein expressions, which comprise the inactive proenzymes and active and inactivated mature enzymes. Methods: Using a recent modification of the proteolytic activity matrix analysis (PrAMA) measuring specific enzyme activities in cell and tissue lysates, we examined the specific sheddase activities of ADAM10 (ADAM10sa) and ADAM17 (ADAM17sa) in human non-small cell lung-carcinoma (NSCLC) cell lines, patient primary tumors and blood exosomes, and the noncancerous counterparts. Results: NSCLC cell lines and patient tumors and exosomes consistently showed significant increases of ADAM10sa relative to their normal, inflammatory and/or benign-tumor controls. Additionally, stage IA-IIB NSCLC primary tumors of patients who died of the disease exhibited greater increases of ADAM10sa than those of patients who survived 5 years following diagnosis and surgery. In contrast, NSCLC cell lines and patient tumors and exosomes did not display increases of ADAM17sa. Conclusions: This study is the first to investigate enzyme-specific proteolytic activities as potential cancer biomarkers. It provides a proof-of-concept that ADAM10sa could be a biomarker for NSCLC early detection and outcome prediction. To ascertain that ADAM10sa is a useful cancer biomarker, further robust clinical validation studies are needed., National Institutes of Health (U.S.) (R01 CA96504)
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- 2018
118. Multi-functional scaling methodology for translational pharmacokinetic and pharmacodynamic applications using integrated microphysiological systems (MPS)
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Maass, Christian Alexander, Griffith, Linda G, Cirit, Murat, Stokes, Cynthia L., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Maass, Christian Alexander, Griffith, Linda G, Cirit, Murat, and Stokes, Cynthia L.
- Abstract
Microphysiological systems (MPS) provide relevant physiological environments in vitro for studies of pharmacokinetics, pharmacodynamics and biological mechanisms for translational research. Designing multi-MPS platforms is essential to study multi-organ systems. Typical design approaches, including direct and allometric scaling, scale each MPS individually and are based on relative sizes not function. This study's aim was to develop a new multi-functional scaling approach for integrated multi-MPS platform design for specific applications. We developed an optimization approach using mechanistic modeling and specification of an objective that considered multiple MPS functions, e.g., drug absorption and metabolism, simultaneously to identify system design parameters. This approach informed the design of two hypothetical multi-MPS platforms consisting of gut and liver (multi-MPS platform I) and gut, liver and kidney (multi-MPS platform II) to recapitulate in vivo drug exposures in vitro. This allows establishment of clinically relevant drug exposure-response relationships, a prerequisite for efficacy and toxicology assessment. Design parameters resulting from multi-functional scaling were compared to designs based on direct and allometric scaling. Human plasma time-concentration profiles of eight drugs were used to inform the designs, and profiles of an additional five drugs were calculated to test the designed platforms on an independent set. Multi-functional scaling yielded exposure times in good agreement with in vivo data, while direct and allometric scaling approaches resulted in short exposure durations. Multi-functional scaling allows appropriate scaling from in vivo to in vitro of multi-MPS platforms, and in the cases studied provides designs that better mimic in vivo exposures than standard MPS scaling methods., United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (W911NF-12-2-0039), National Institutes of Health (U.S.). Microphysiological Systems Program (4-UH3-TR000496-03)
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- 2018
119. On-demand dissolution of modular, synthetic extracellular matrix reveals local epithelial-stromal communication networks
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Valdez Macias, Jorge Luis, Cook, Christi Dionne, Wang, Alex J-S, Brown, Alexander Thomas, Kumar, Manu Prajapati, Stockdale, Linda, Rothenberg, Daniel Abram, Renggli-Frey, Kasper, Gordon, Elizabeth A, Lauffenburger, Douglas A, White, Forest M, Griffith, Linda G, Ahrens, Caroline Chopko, White, Forest M., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Valdez Macias, Jorge Luis, Cook, Christi Dionne, Wang, Alex J-S, Brown, Alexander Thomas, Kumar, Manu Prajapati, Stockdale, Linda, Rothenberg, Daniel Abram, Renggli-Frey, Kasper, Gordon, Elizabeth A, Lauffenburger, Douglas A, White, Forest M, Griffith, Linda G, Ahrens, Caroline Chopko, and White, Forest M.
- Abstract
Methods to parse paracrine epithelial-stromal communication networks are a vital need in drug development, as disruption of these networks underlies diseases ranging from cancer to endometriosis. Here, we describe a modular, synthetic, and dissolvable extracellular matrix (MSD-ECM) hydrogel that fosters functional 3D epithelial-stromal co-culture, and that can be dissolved on-demand to recover cells and paracrine signaling proteins intact for subsequent analysis. Specifically, synthetic polymer hydrogels, modified with cell-interacting adhesion motifs and crosslinked with peptides that include a substrate for cell-mediated proteolytic remodeling, can be rapidly dissolved by an engineered version of the microbial transpeptidase Sortase A (SrtA) if the crosslinking peptide includes a SrtA substrate motif and a soluble second substrate. SrtA-mediated dissolution affected only 1 of 31 cytokines and growth factors assayed, whereas standard protease degradation methods destroyed about half of these same molecules. Using co-encapsulated endometrial epithelial and stromal cells as one model system, we show that the dynamic cytokine and growth factor response of co-cultures to an inflammatory cue is richer and more nuanced when measured from SrtA-dissolved gel microenvironments than from the culture supernate. This system employs accessible, reproducible reagents and facile protocols; hence, has potential as a tool in identifying and validating therapeutic targets in complex diseases., National Institutes of Health (U.S.) (R01EB010246), National Institutes of Health (U.S.) (UH2TR000496), Institute for Collaborative Biotechnologies (W911NF-09-0001), National Institutes of Health (U.S.) (T32GM008334), United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (W911NF-12-2-0039), John and Karinne Begg Fund, Begg New Horizon Fund for Undergraduate Research at MIT, Massachusetts Institute of Technology. Biophysical Instrumentation Facility, Manton Foundation, Ludwig Postdoctoral Fellowship for Cancer Research, Swiss National Science Foundation (Postdoctoral Fellowship)
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- 2018
120. Modeling Therapeutic Antibody-Small Molecule Drug-Drug Interactions Using a Three-Dimensional Perfusable Human Liver Coculture Platform
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Long, Thomas J, Griffith, Linda G, Cosgrove, P. A., Dunn, R. T., Stolz, D. B., Hamadeh, H., Afshari, C., McBride, H., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Long, Thomas J, Griffith, Linda G, Cosgrove, P. A., Dunn, R. T., Stolz, D. B., Hamadeh, H., Afshari, C., and McBride, H.
- Abstract
Traditional in vitro human liver cell culture models lose key hepatic functions such as metabolic activity during short-term culture. Advanced three-dimensional (3D) liver coculture platforms offer the potential for extended hepatocyte functionality and allow for the study of more complex biologic interactions, which can improve and refine human drug safety evaluations. Here, we use a perfusion flow 3D microreactor platform for the coculture of cryopreserved primary human hepatocytes and Kupffer cells to study the regulation of cytochrome P450 3A4 isoform (CYP3A4) activity by chronic interleukin 6 (IL-6)-mediated inflammation over 2 weeks. Hepatocyte cultures remained stable over 2 weeks, with consistent albumin production and basal IL-6 levels. Direct IL-6 stimulation that mimics an inflammatory state induced a dose-dependent suppression of CYP3A4 activity, an increase in C-reactive protein (CRP) secretion, and a decrease in shed soluble interleukin-6 receptor (IL-6R) levels, indicating expected hepatic IL-6 bioactivity. Tocilizumab, an anti-IL- 6R monoclonal antibody used to treat rheumatoid arthritis, has been demonstrated clinically to impact small molecule drug pharmacokinetics by modulating cytochrome P450 enzyme activities, an effect not observed in traditional hepatic cultures. We have now recapitulated the clinical observation in a 3D bioreactor system. Tocilizumab was shown to desuppress CYP3A4 activity while reducing the CRP concentration after 72 hours in the continued presence of IL-6. This change in CYP3A4 activity decreased the half-life and area under the curve up to the last measurable concentration (AUClast) of the small molecule CYP3A4 substrate simvastatin hydroxy acid, measured before and after tocilizumab treatment. We conclude that next-generation in vitro liver culture platforms are well suited for these types of long-term treatment studies and show promise for improved drug safety assessment., United States. Defense Advanced Research Projects Agency (W911NF-12-2-0039), National Institutes of Health (U.S.) (UH3TR000496)
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- 2018
121. Quantitative Assessment of Population Variability in Hepatic Drug Metabolism Using a Perfused Three-Dimensional Human Liver Microphysiological System
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Tsamandouras, Nikolaos, Griffith, Linda G, Cirit, Murat, Kostrzewski, T., Stokes, C. L., Hughes, D. J., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Tsamandouras, Nikolaos, Griffith, Linda G, Cirit, Murat, Kostrzewski, T., Stokes, C. L., and Hughes, D. J.
- Abstract
In this work, we first describe the population variability in hepatic drug metabolism using cryopreserved hepatocytes from five different donors cultured in a perfused three-dimensional human liver microphysiological system, and then show how the resulting data can be integrated with a modeling and simulation framework to accomplish in vitro-in vivo translation. For each donor, metabolic depletion profiles of six compounds (phenacetin, diclofenac, lidocaine, ibuprofen, propranolol, and prednisolone) were measured, along with metabolite formation, mRNA levels of 90 metabolism-related genes, and markers of functional viability [lactate dehydrogenase (LDH) release, albumin, and urea production]. Drug depletion data were analyzed with mixed-effects modeling. Substantial interdonor variability was observed with respect to gene expression levels, drug metabolism, and other measured hepatocyte functions. Specifically, interdonor variability in intrinsic metabolic clearance ranged from 24.1% for phenacetin to 66.8% for propranolol (expressed as coefficient of variation). Albumin, urea, LDH, and cytochrome P450 mRNA levels were identified as significant predictors of in vitro metabolic clearance. Predicted clearance values from the liver microphysiological system were correlated with the observed in vivo values. A population physiologically based pharmacokinetic model was developed for lidocaine to illustrate the translation of the in vitro output to the observed pharmacokinetic variability in vivo. Stochastic simulations with this model successfully predicted the observed clinical concentration-time profiles and the associated population variability. This is the first study of population variability in drug metabolism in the context of a microphysiological system and has important implications for the use of these systems during the drug development process., United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (Grant W911NF-12-2-0039), National Institutes of Health (U.S.). Microphysiological Systems Program (Grant 4-UH3-TR000496-03)
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- 2018
122. A liver microphysiological system of tumor cell dormancy and inflammatory responsiveness is affected by scaffold properties
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Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Clark, Abigail M, Young, Carissa L., Stockdale, Linda, Zhao, Weian, Lauffenburger, Douglas A, Griffith, Linda G, Wheeler, S. E., Stolz, D. B., Venkataramanan, R., Wells, A., Shepard, Nieman J., Massachusetts Institute of Technology. Biotechnology Process Engineering Center, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Clark, Abigail M, Young, Carissa L., Stockdale, Linda, Zhao, Weian, Lauffenburger, Douglas A, Griffith, Linda G, Wheeler, S. E., Stolz, D. B., Venkataramanan, R., Wells, A., and Shepard, Nieman J.
- Abstract
Distant metastasis is the major cause of breast cancer-related mortality, commonly emerging clinically after 5 or more years of seeming 'cure'of the primary tumor, indicating a quiescent dormancy. The lack of relevant accessible model systems for metastasis that recreate this latent stage has hindered our understanding of the molecular basis and the development of therapies against these lethal outgrowths. We previously reported on the development of an all-human 3D ex vivo hepatic microphysiological system that reproduces several features of liver physiology and enables spontaneous dormancy in a subpopulation of breast cancer cells. However, we observed that the dormant cells were localized primarily within the 3D tissue, while the proliferative cells were in contact with the polystyrene scaffold. As matrix stiffness is known to drive inflammatory and malignant behaviors, we explored the occurrence of spontaneous tumor dormancy and inflammatory phenotype. The microphysiological system was retrofitted with PEGDa-SynKRGD hydrogel scaffolding, which is softer and differs in the interface with the tissue. The microphysiological system incorporated donor-matched primary human hepatocytes and non-parenchymal cells (NPCs), with MDA-MB-231 breast cancer cells. Hepatic tissue in hydrogel scaffolds secreted lower levels of pro-inflammatory analytes, and was more responsive to inflammatory stimuli. The proportion of tumor cells entering dormancy was markedly increased in the hydrogel-supported tissue compared to polystyrene. Interestingly, an unexpected differential response of dormant cells to varying chemotherapeutic doses was identified, which if reflective of patient pathophysiology, has important implications for patient dosing regimens. These findings highlight the metastatic microphysiological system fitted with hydrogel scaffolds as a critical tool in the assessment and development of therapeutic strategies to target dormant metastatic breast cancer.
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- 2018
123. Design Principles for SuCESsFul Biosensors: Specific Fluorophore/Analyte Binding and Minimization of Fluorophore/Scaffold Interactions
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Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Chemistry, Koch Institute for Integrative Cancer Research at MIT, De Picciotto, Seymour, Traxlmayr, Michael, Socher, Elke Ricarda, Cheung, Stephanie, Imperiali, Barbara, Wittrup, Karl Dane, Dickson, Paige M., Marques, Bryan S., Zhao, Sixing, Kiefer, Jonathan D., Wand, A. Joshua, Griffith, Linda G., Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Chemistry, Koch Institute for Integrative Cancer Research at MIT, De Picciotto, Seymour, Traxlmayr, Michael, Socher, Elke Ricarda, Cheung, Stephanie, Imperiali, Barbara, Wittrup, Karl Dane, Dickson, Paige M., Marques, Bryan S., Zhao, Sixing, Kiefer, Jonathan D., Wand, A. Joshua, and Griffith, Linda G.
- Abstract
Quantifying protein location and concentration is critical for understanding function in situ. Scaffold conjugated to environment-sensitive fluorophore (SuCESsFul) biosensors, in which a reporting fluorophore is conjugated to a binding scaffold, can, in principle, detect analytes of interest with high temporal and spatial resolution. However, their adoption has been limited due to the extensive empirical screening required for their development. We sought to establish design principles for this class of biosensor by characterizing over 400 biosensors based on various protein analytes, binding proteins, and fluorophores. We found that the brightest readouts are attained when a specific binding pocket for the fluorophore is present on the analyte. Also, interaction of the fluorophore with the binding protein it is conjugated to can raise background fluorescence, considerably limiting sensor dynamic range. Exploiting these two concepts, we designed biosensors that attain a 100-fold increase in fluorescence upon binding to analyte, an order of magnitude improvement over the previously best-reported SuCESsFul biosensor. These design principles should facilitate the development of improved SuCESsFul biosensors. Keywords: solvatochromism; Sso7d scaffold; sensors; protein engineering; directed evolution, National Science Foundation (U.S.) (Grant MCB-115803), National Institutes of Health (U.S.) (Grant U54CA112967), National Cancer Institute (U.S.) (Grant U54CA112967), National Institutes of Health (U.S.) (Grant R01 EB 010246)
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- 2018
124. Integration of systems biology with organs-on-chips to humanize therapeutic development
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Massachusetts Institute of Technology. Department of Mechanical Engineering, Edington, Collin D, Cirit, Murat, Chen, Wen Li, Trumper, David L, Griffith, Linda G, Clark, Amanda M., Wells, Alan, Massachusetts Institute of Technology. Department of Mechanical Engineering, Edington, Collin D, Cirit, Murat, Chen, Wen Li, Trumper, David L, Griffith, Linda G, Clark, Amanda M., and Wells, Alan
- Abstract
"Mice are not little people" - a refrain becoming louder as the gaps between animal models and human disease become more apparent. At the same time, three emerging approaches are headed toward integration: powerful systems biology analysis of cell-cell and intracellular signaling networks in patient-derived samples; 3D tissue engineered models of human organ systems, often made from stem cells; and micro-fluidic and meso-fluidic devices that enable living systems to be sustained, perturbed and analyzed for weeks in culture. Integration of these rapidly moving fields has the potential to revolutionize development of therapeutics for complex, chronic diseases, including those that have weak genetic bases and substantial contributions from gene-environment interactions. Technical challenges in modeling complex diseases with "organs on chips" approaches include the need for relatively large tissue masses and organ-organ cross talk to capture systemic effects, such that current microfluidic formats often fail to capture the required scale and complexity for interconnected systems. These constraints drive development of new strategies for designing in vitro models, including perfusing organ models, as well as "mesofluidic" pumping and circulation in platforms connecting several organ systems, to achieve the appropriate physiological relevance. Keywords: organs-on-chips; 3D liver culture; perfusion; drug development; inflammation; organ crosstalk; tissue chip; intestine, United States. Defense Advanced Research Projects Agency (Award W911NF-12-2- 0039)), National Institutes of Health (U.S.) (Grant UH3TR000496)
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- 2018
125. Interconnected Microphysiological Systems for Quantitative Biology and Pharmacology Studies
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Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Mechanical Engineering, Massachusetts Institute of Technology. Research Laboratory of Electronics, Edington, Collin D, Chen, Wen Li, Geishecker, Emily R, Kassis, Timothy, Soenksen Martinez, Luis Ruben, Bhushan, Brij M, Maass, Christian Alexander, Tsamandouras, Nikolaos, Valdez Macias, Jorge Luis, Cook, Christi Dionne, Yu, Jiajie, Suter, Emily C, Shockley, Michael J, Velazquez, Jason G, Velazquez, Jeremy J., Stockdale, Linda, Papps, Julia P, Lee, Iris, Vann, Nicholas W., Contreras Gamboa, Mario e, LaBarge, Matthew E, Zhong, Zhe, Wang, Xin, Boyer, Laurie Ann, Lauffenburger, Douglas A, Carrier, Rebecca, Communal, Catherine, Tannenbaum, Steven R, Trumper, David L, Cirit, Murat, Griffith, Linda G, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Mechanical Engineering, Massachusetts Institute of Technology. Research Laboratory of Electronics, Edington, Collin D, Chen, Wen Li, Geishecker, Emily R, Kassis, Timothy, Soenksen Martinez, Luis Ruben, Bhushan, Brij M, Maass, Christian Alexander, Tsamandouras, Nikolaos, Valdez Macias, Jorge Luis, Cook, Christi Dionne, Yu, Jiajie, Suter, Emily C, Shockley, Michael J, Velazquez, Jason G, Velazquez, Jeremy J., Stockdale, Linda, Papps, Julia P, Lee, Iris, Vann, Nicholas W., Contreras Gamboa, Mario e, LaBarge, Matthew E, Zhong, Zhe, Wang, Xin, Boyer, Laurie Ann, Lauffenburger, Douglas A, Carrier, Rebecca, Communal, Catherine, Tannenbaum, Steven R, Trumper, David L, Cirit, Murat, and Griffith, Linda G
- Abstract
Microphysiological systems (MPSs) are in vitro models that capture facets of in vivo organ function through use of specialized culture microenvironments, including 3D matrices and microperfusion. Here, we report an approach to co-culture multiple different MPSs linked together physiologically on re-useable, open-system microfluidic platforms that are compatible with the quantitative study of a range of compounds, including lipophilic drugs. We describe three different platform designs - "4-way", "7-way", and "10-way" - each accommodating a mixing chamber and up to 4, 7, or 10 MPSs. Platforms accommodate multiple different MPS flow configurations, each with internal re-circulation to enhance molecular exchange, and feature on-board pneumatically-driven pumps with independently programmable flow rates to provide precise control over both intra- and inter-MPS flow partitioning and drug distribution. We first developed a 4-MPS system, showing accurate prediction of secreted liver protein distribution and 2-week maintenance of phenotypic markers. We then developed 7-MPS and 10-MPS platforms, demonstrating reliable, robust operation and maintenance of MPS phenotypic function for 3 weeks (7-way) and 4 weeks (10-way) of continuous interaction, as well as PK analysis of diclofenac metabolism. This study illustrates several generalizable design and operational principles for implementing multi-MPS "physiome-on-a-chip" approaches in drug discovery., United States. Army Research Office (Grant W911NF-12-2-0039)
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- 2018
126. Tailoring Chimeric Ligands for Studying and Biasing ErbB Receptor Family Interactions
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Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemistry, Griffith, Linda G., Imperiali, Barbara, Krueger, Andrew T., Kroll, Carsten, Sanchez, Edgar, Griffith, Linda G, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemistry, Griffith, Linda G., Imperiali, Barbara, Krueger, Andrew T., Kroll, Carsten, Sanchez, Edgar, and Griffith, Linda G
- Abstract
Described is the development and application of a versatile semisynthetic strategy, based on a combination of sortase-mediated coupling and tetrazine ligation chemistry, which can be exploited for the efficient incorporation of tunable functionality into chimeric recombinant proteins. To demonstrate the scope of the method, the assembly of a set of bivalent ligands, which integrate members of the epidermal growth factor (EGF) ligand family, is described. By using a series of bivalent EGFs with variable intraligand spacing, the differences in structure were correlated with the ability to bias signaling in the ErbB receptor family in a cell motility assay. Biasing away from EGFR-HER2 dimerization with a bivalent EGF was observed to reduce cell motility in an intraligand distance-dependent fashion, thus demonstrating the utility of the approach for acutely perturbing receptor-mediated cell signaling pathways., National Cancer Institute (U.S.). Integrative Cancer Biology Program (Grant U54-CA112967), National Institutes of Health (U.S.) (R01DE019523-13), Massachusetts Institute of Technology. Computational and Systems Biology Program. MIT-Merck Postdoctoral Fellowship, Swiss National Science Foundation (Postdoctoral Fellowship), National Institute of Environmental Health Sciences (Training Grant in Environmental Toxicology 5-T32-ES007020)
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- 2015
127. Covalent Modification of Synthetic Hydrogels with Bioactive Proteins via Sortase-Mediated Ligation
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Massachusetts Institute of Technology. Center for Gynepathology Research, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Chemistry, Cambria, Elena, Renggli, Kasper, Chopko Ahrens, Caroline, Cook, Christi Dionne, Kroll, Carsten, Krueger, Andrew T., Imperiali, Barbara, Griffith, Linda G., Renggli-Frey, Kasper, Griffith, Linda G, Massachusetts Institute of Technology. Center for Gynepathology Research, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Chemistry, Cambria, Elena, Renggli, Kasper, Chopko Ahrens, Caroline, Cook, Christi Dionne, Kroll, Carsten, Krueger, Andrew T., Imperiali, Barbara, Griffith, Linda G., Renggli-Frey, Kasper, and Griffith, Linda G
- Abstract
Synthetic extracellular matrices are widely used in regenerative medicine and as tools in building in vitro physiological culture models. Synthetic hydrogels display advantageous physical properties, but are challenging to modify with large peptides or proteins. Here, a facile, mild enzymatic postgrafting approach is presented. Sortase-mediated ligation was used to conjugate human epidermal growth factor fused to a GGG ligation motif (GGG-EGF) to poly(ethylene glycol) (PEG) hydrogels containing the sortase LPRTG substrate. The reversibility of the sortase reaction was then exploited to cleave tethered EGF from the hydrogels for analysis. Analyses of the reaction supernatant and the postligation hydrogels showed that the amount of tethered EGF increases with increasing LPRTG in the hydrogel or GGG-EGF in the supernatant. Sortase-tethered EGF was biologically active, as demonstrated by stimulation of DNA synthesis in primary human hepatocytes and endometrial epithelial cells. The simplicity, specificity, and reversibility of sortase-mediated ligation and cleavage reactions make it an attractive approach for modification of hydrogels., National Institutes of Health (U.S.) (5R01EB010246), National Institutes of Health (U.S.) (5UH2TR000496), Institute for Collaborative Biotechnologies (W911NF-09-0001), National Institutes of Health (U.S.) (1T32GM008334), United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (W911NF-12-2-0039), Begg New Horizon Fund for Undergraduate Research at MIT, National Institutes of Health (U.S.) (Biotechnology Training Program NIH/NIGMS 5T32GM008334)), Biophysical Instrumentation Facility, Virginia and Daniel K. Ludwig Graduate Fellowship, Swiss National Science Foundation (Postdoctoral Fellowship)
- Published
- 2015
128. Comparison of cytokines in the peritoneal fluid and conditioned medium of adolescents and adults with and without endometriosis.
- Author
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Bailey, Amelia P., Hill, Abby S., Beste, Michael T., Cook, Christi D., Sarda, Vishnudas, Laufer, Marc R., Isaacson, Keith B., Griffith, Linda G., and Missmer, Stacey A.
- Subjects
ASCITIC fluids ,ENDOMETRIOSIS ,GYNECOLOGIC surgery ,TEENAGERS ,ADULTS ,MENSTRUAL cycle ,MENSTRUATION disorders - Abstract
Problem: To compare inflammatory‐ and immune‐associated peritoneal cytokines of adolescents and adults with and without endometriosis. Methods of study: In a nested case‐control study in multiple university‐affiliated scientific centers, ten adolescents and thirteen adults with visually and histologically confirmed endometriosis (cases), thirteen adolescents with visually suspected endometriosis but indeterminate (seven patients) or negative (six patients) histology, and fifteen adults undergoing surgery for non‐malignant gynecologic disease without endometriosis (controls) underwent laparoscopic aspiration of peritoneal fluid (PF), from which PF and conditioned medium (CM) cytokine levels were assayed. Results: Compared to adults with endometriosis, MCP‐3, IL‐12p40, MIP‐1β, and IL‐15 were significantly higher among adolescents with endometriosis, while TNF‐β and CTACK were lower among adolescents. These differences were similar comparing adolescents with endometriosis to adult controls except for MIP‐1β, which was not statistically different. MIP‐1β was, however, the only cytokine observed to differ between adult cases and controls. There were no significant differences in CM cytokines among the three groups. Results were similar when analyses were restricted to samples collected (a) during menstrual cycle days 1‐10, (b) from patients unexposed to exogenous hormones, or (c) from all adolescents despite presence or absence of histologic endometriosis. Conclusion: Biologically relevant and statistically significant differences in six PF cytokines were observed and suggest a more pro‐invasion cytokine profile among adolescents with endometriosis. Adolescents with endometriosis have unique peritoneal cytokine profiles and molecular behavior when compared to adults with and without endometriosis. [ABSTRACT FROM AUTHOR]
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- 2021
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129. Metabolite profiling and pharmacokinetic evaluation of hydrocortisone in a perfused 3D human liver bioreactor
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Sarkar, Ujjal, Rivera-Burgos, Dinelia, Large, Emma M., Hughes, David J., Kodihalli, Ravindra, Dyer, Rachel Lee, Ebrahimkhani, Mohammad Reza, Wishnok, John S., Griffith, Linda G., Tannenbaum, Steven Robert, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Chemistry, Massachusetts Institute of Technology. Department of Mechanical Engineering, Sarkar, Ujjal, Rivera-Burgos, Dinelia, Kodihalli, Ravindra, Dyer, Rachel Lee, Ebrahimkhani, Mohammad Reza, Wishnok, John S., Griffith, Linda G., and Tannenbaum, Steven Robert
- Abstract
Endotoxin lipopolysaccharide (LPS) is known to cause liver injury primarily involving inflammatory cells such as Kupffer cells, but few in vitro culture models are applicable for investigation of inflammatory effects on drug metabolism. We have developed a 3D human microphysiological hepatocyte-Kupffer-cell coculture system and evaluated the anti-inflammatory effect of glucocorticoids on liver cultures. LPS was introduced to the cultures to elicit an inflammatory response and assessed by the release of pro-inflammatory cytokines, IL6 and TNFα. A sensitive and specific RP-UHPLC-QTOF-MS method was used to evaluate hydrocortisone disappearance and metabolism at near physiological levels. For this, the systems were dosed with 100 nM hydrocortisone and circulated for two days; hydrocortisone was depleted to approximately 30 nM, with first-order kinetics. Phase I metabolites, including tetrahydrocortisone and dihydrocortisol, accounted for 8-10 % of the loss, and 45-52 % was phase II metabolites, including glucuronides of tetrahydrocortisol and tetrahydrocortisone. Pharmacokinetic parameters, i.e., half-life (t1/2), rate of elimination (kel), clearance (CL), and area under the curve (AUC), were 23.03 h, 0.03 h-1, 6.6x10-5 L. h-1 and 1.03 mg/L*h respectively. The ability of the bioreactor to predict the in vivo clearance of hydrocortisone was characterized and the obtained intrinsic clearance values correlated with human data. This system offers a physiologically-relevant tool for investigating hepatic function in an inflamed liver. Endotoxin lipopolysaccharide (LPS) is known to cause liver injury primarily involving inflammatory cells such as Kupffer cells, but few in vitro culture models are applicable for investigation of inflammatory effects on drug metabolism. We have developed a 3D human microphysiological hepatocyte-Kupffer-cell coculture system and evaluated the anti-inflammatory effect of glucocorticoids on liver cultures. LPS was introduced to the cultures to elicit an inflammatory response and assessed by the release of pro-inflammatory cytokines, IL6 and TNFα. A sensitive and specific RP-UHPLC-QTOF-MS method was used to evaluate hydrocortisone disappearance and metabolism at near physiological levels. For this, the systems were dosed with 100 nM hydrocortisone and circulated for two days; hydrocortisone was depleted to approximately 30 nM, with first-order kinetics. Phase I metabolites, including tetrahydrocortisone and dihydrocortisol, accounted for 8-10 % of the loss, and 45-52 % was phase II metabolites, including glucuronides of tetrahydrocortisol and tetrahydrocortisone. Pharmacokinetic parameters, i.e., half-life (t[subscript 1/2]), rate of elimination (k[subscript el]), clearance (CL), and area under the curve (AUC), were 23.03 h, 0.03 h[superscript -1], 6.6x10[superscript -5] L. h-1 and 1.03 mg/L*h respectively. The ability of the bioreactor to predict the in vivo clearance of hydrocortisone was characterized and the obtained intrinsic clearance values correlated with human data. This system offers a physiologically-relevant tool for investigating hepatic function in an inflamed liver., United States. Defense Advanced Research Projects Agency (DARPA-BAA-11-73 Microphysiological Systems W911NF-12-2-0039), National Institutes of Health (U.S.) (5-UH2-TR000496), Massachusetts Institute of Technology. Center for Environmental Health Sciences (P30-ES002109)
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- 2015
130. Quantitative Label‐Free Imaging of 3D Vascular Networks Self‐Assembled in Synthetic Hydrogels
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Kaushik, Gaurav, primary, Gil, Daniel A., additional, Torr, Elizabeth, additional, Berge, Elizabeth S., additional, Soref, Cheryl, additional, Uhl, Peyton, additional, Fontana, Gianluca, additional, Antosiewicz‐Bourget, Jessica, additional, Edington, Collin, additional, Schwartz, Michael P., additional, Griffith, Linda G., additional, Thomson, James A., additional, Skala, Melissa C., additional, Daly, William T., additional, and Murphy, William L., additional
- Published
- 2018
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131. Perspective: The promise of multi-cellular engineered living systems
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Kamm, Roger D., primary, Bashir, Rashid, additional, Arora, Natasha, additional, Dar, Roy D., additional, Gillette, Martha U., additional, Griffith, Linda G., additional, Kemp, Melissa L., additional, Kinlaw, Kathy, additional, Levin, Michael, additional, Martin, Adam C., additional, McDevitt, Todd C., additional, Nerem, Robert M., additional, Powers, Mark J., additional, Saif, Taher A., additional, Sharpe, James, additional, Takayama, Shuichi, additional, Takeuchi, Shoji, additional, Weiss, Ron, additional, Ye, Kaiming, additional, Yevick, Hannah G., additional, and Zaman, Muhammad H., additional
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- 2018
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132. OrgaQuant: Intestinal Organoid Localization and Quantification Using Deep Convolutional Neural Networks
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Kassis, Timothy, primary, Hernandez-Gordillo, Victor, additional, Langer, Ronit, additional, and Griffith, Linda G., additional
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- 2018
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133. PiFlow: A biocompatible low-cost programmable dynamic flow pumping system utilizing a Raspberry Pi Zero and commercial piezoelectric pumps
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Kassis, Timothy, primary, Perez, Paola M., additional, Yang, Chloe J.W., additional, Soenksen, Luis R., additional, Trumper, David L., additional, and Griffith, Linda G., additional
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- 2018
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134. Chemoproteomics of matrix metalloproteases in a model of cartilage degeneration suggests functional biomarkers associated with posttraumatic osteoarthritis
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Ravindra, Kodihalli C., primary, Ahrens, Caroline C., additional, Wang, Yang, additional, Ramseier, Julie Y., additional, Wishnok, John S., additional, Griffith, Linda G., additional, Grodzinsky, Alan J., additional, and Tannenbaum, Steven R., additional
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- 2018
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135. A Model of Dormant-Emergent Metastatic Breast Cancer Progression Enabling Exploration of Biomarker Signatures
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Clark, Amanda M., primary, Kumar, Manu P., additional, Wheeler, Sarah E., additional, Young, Carissa L., additional, Venkataramanan, Raman, additional, Stolz, Donna B., additional, Griffith, Linda G., additional, Lauffenburger, Douglas A., additional, and Wells, Alan, additional
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- 2018
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136. Interconnected Microphysiological Systems for Quantitative Biology and Pharmacology Studies
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Edington, Collin D., primary, Chen, Wen Li Kelly, additional, Geishecker, Emily, additional, Kassis, Timothy, additional, Soenksen, Luis R., additional, Bhushan, Brij M., additional, Freake, Duncan, additional, Kirschner, Jared, additional, Maass, Christian, additional, Tsamandouras, Nikolaos, additional, Valdez, Jorge, additional, Cook, Christi D., additional, Parent, Tom, additional, Snyder, Stephen, additional, Yu, Jiajie, additional, Suter, Emily, additional, Shockley, Michael, additional, Velazquez, Jason, additional, Velazquez, Jeremy J., additional, Stockdale, Linda, additional, Papps, Julia P., additional, Lee, Iris, additional, Vann, Nicholas, additional, Gamboa, Mario, additional, LaBarge, Matthew E., additional, Zhong, Zhe, additional, Wang, Xin, additional, Boyer, Laurie A., additional, Lauffenburger, Douglas A., additional, Carrier, Rebecca L., additional, Communal, Catherine, additional, Tannenbaum, Steven R., additional, Stokes, Cynthia L., additional, Hughes, David J., additional, Rohatgi, Gaurav, additional, Trumper, David L., additional, Cirit, Murat, additional, and Griffith, Linda G., additional
- Published
- 2018
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137. Autofluorescence multiphoton microscopy for quality control of human vascular tissue constructs (Conference Presentation)
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Gil, Daniel A., primary, Kaushik, Gaurav, additional, Torr, Elizabeth, additional, Berge, Elizabeth S., additional, Soref, Cheryl, additional, Uhl, Peyton, additional, Fontana, Gianluca, additional, Antosiewicz-Bourget, Jessica, additional, Edington, Collin, additional, Schwartz, Michael P., additional, Griffith, Linda G., additional, Thomson, James A., additional, Daly, William T., additional, Murphy, William L., additional, and Skala, Melissa C., additional
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- 2018
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138. ADAM10 Sheddase Activity is a Potential Lung-Cancer Biomarker
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Yoneyama, Toshie, primary, Gorry, Michael, additional, Sobo-Vujanovic, Andrea, additional, Lin, Yan, additional, Vujanovic, Lazar, additional, Gaither-Davis, Autumn, additional, Moss, Marcia L., additional, Miller, Miles A, additional, Griffith, Linda G., additional, Lauffenburger, Douglas A., additional, Stabile, Laura P., additional, Herman, James, additional, and Vujanovic, Nikola L., additional
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- 2018
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139. Vascularized Tissue Sensors for Generic Toxin and Pathogen Detection
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Griffith, Linda G., primary, Tannenbaum, S. R., primary, Wands, J., primary, Sherley, J., primary, and Schaver, D., primary
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- 2004
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140. A mouse-human phase 1 co-clinical trial of a protease-activated fluorescent probe for imaging cancer
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Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Chemistry, Griffith, Linda G, Bawendi, Moungi G, Whitley, M. J., Cardona, D. M., Lazarides, A. L., Spasojevic, I., Ferrer, J. M., Lee, C.-L., Snuderl, M., Blazer, D. G., Hwang, E. S., Greenup, R. A., Mosca, P. J., Mito, J. K., Cuneo, K. C., Larrier, N. A., OReilly, E. K., Riedel, R. F., Eward, W. C., Strasfeld, D. B., Fukumura, D., Lee, W. D., Kirsch, D. G., Brigman, B. E., Cahill, Joan, Jain, Rakesh J., Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Chemistry, Griffith, Linda G, Bawendi, Moungi G, Whitley, M. J., Cardona, D. M., Lazarides, A. L., Spasojevic, I., Ferrer, J. M., Lee, C.-L., Snuderl, M., Blazer, D. G., Hwang, E. S., Greenup, R. A., Mosca, P. J., Mito, J. K., Cuneo, K. C., Larrier, N. A., OReilly, E. K., Riedel, R. F., Eward, W. C., Strasfeld, D. B., Fukumura, D., Lee, W. D., Kirsch, D. G., Brigman, B. E., Cahill, Joan, and Jain, Rakesh J.
- Abstract
Local recurrence is a common cause of treatment failure for patients with solid tumors. Intraoperative detection of microscopic residual cancer in the tumor bed could be used to decrease the risk of a positive surgical margin, reduce rates of reexcision, and tailor adjuvant therapy. We used a protease-activated fluorescent imaging probe, LUM015, to detect cancer in vivo in a mouse model of soft tissue sarcoma (STS) and ex vivo in a first-in-human phase 1 clinical trial. In mice, intravenous injection of LUM015 labeled tumor cells, and residual fluorescence within the tumor bed predicted local recurrence. In 15 patients with STS or breast cancer, intravenous injection of LUM015 before surgery was well tolerated. Imaging of resected human tissues showed that fluorescence from tumor was significantly higher than fluorescence from normal tissues. LUM015 biodistribution, pharmacokinetic profiles, and metabolism were similar in mouse and human subjects. Tissue concentrations of LUM015 and its metabolites, including fluorescently labeled lysine, demonstrated that LUM015 is selectively distributed to tumors where it is activated by proteases. Experiments in mice with a constitutively active PEGylated fluorescent imaging probe support a model where tumor-selective probe distribution is a determinant of increased fluorescence in cancer. These co-clinical studies suggest that the tumor specificity of protease-activated imaging probes, such as LUM015, is dependent on both biodistribution and enzyme activity. Our first-in-human data support future clinical trials of LUM015 and other protease-sensitive probes.
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- 2017
141. Integrated Gut and Liver Microphysiological Systems for Quantitative In Vitro Pharmacokinetic Studies
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Massachusetts Institute of Technology. Department of Biological Engineering, Tsamandouras, Nikolaos, Chen, Wen Li, Edington, Collin D, Griffith, Linda G, Cirit, Murat, Stokes, Cynthia L, Massachusetts Institute of Technology. Department of Biological Engineering, Tsamandouras, Nikolaos, Chen, Wen Li, Edington, Collin D, Griffith, Linda G, Cirit, Murat, and Stokes, Cynthia L
- Abstract
Investigation of the pharmacokinetics (PK) of a compound is of significant importance during the early stages of drug development, and therefore several in vitro systems are routinely employed for this purpose. However, the need for more physiologically realistic in vitro models has recently fueled the emerging field of tissue-engineered 3D cultures, also referred to as organs-on-chips, or microphysiological systems (MPSs). We have developed a novel fluidic platform that interconnects multiple MPSs, allowing PK studies in multi-organ in vitro systems along with the collection of high-content quantitative data. This platform was employed here to integrate a gut and a liver MPS together in continuous communication, and investigate simultaneously different PK processes taking place after oral drug administration in humans (e.g., intestinal permeability, hepatic metabolism). Measurement of tissue-specific phenotypic metrics indicated that gut and liver MPSs can be fluidically coupled with circulating common medium without compromising their functionality. The PK of diclofenac and hydrocortisone was investigated under different experimental perturbations, and results illustrate the robustness of this integrated system for quantitative PK studies. Mechanistic model-based analysis of the obtained data allowed the derivation of the intrinsic parameters (e.g., permeability, metabolic clearance) associated with the PK processes taking place in each MPS. Although these processes were not substantially affected by the gut-liver interaction, our results indicate that inter-MPS communication can have a modulating effect (hepatic metabolism upregulation). We envision that our integrative approach, which combines multi-cellular tissue models, multi-MPS platforms, and quantitative mechanistic modeling, will have broad applicability in pre-clinical drug development., United States. Defense Advanced Research Projects Agency (Grant W911NF-12-2-0039), National Institutes of Health (U.S.) (Grant 4-UH3-TR000496-03)
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- 2017
142. Quantitative Systems Pharmacology Approaches Applied to Microphysiological Systems (MPS): Data Interpretation and Multi-MPS Integration
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Massachusetts Institute of Technology. Center for Gynepathology Research, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemistry, Massachusetts Institute of Technology. School of Engineering, Yu, Jiajie, Cilfone, Nicholas A., Sarkar, Ujjal, Wishnok, John S, Tannenbaum, Steven R, Lauffenburger, Douglas A, Griffith, Linda G, Cirit, Murat, Large, E. M., Hughes, D. J., Stokes, C. L., Wishnok, John S., Massachusetts Institute of Technology. Center for Gynepathology Research, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Massachusetts Institute of Technology. Department of Chemistry, Massachusetts Institute of Technology. School of Engineering, Yu, Jiajie, Cilfone, Nicholas A., Sarkar, Ujjal, Wishnok, John S, Tannenbaum, Steven R, Lauffenburger, Douglas A, Griffith, Linda G, Cirit, Murat, Large, E. M., Hughes, D. J., Stokes, C. L., and Wishnok, John S.
- Abstract
Our goal in developing Microphysiological Systems (MPS) technology is to provide an improved approach for more predictive preclinical drug discovery via a highly integrated experimental/computational paradigm. Success will require quantitative characterization of MPSs and mechanistic analysis of experimental findings sufficient to translate resulting insights from in vitro to in vivo. We describe herein a systems pharmacology approach to MPS development and utilization that incorporates more mechanistic detail than traditional pharmacokinetic/pharmacodynamic (PK/PD) models. A series of studies illustrates diverse facets of our approach. First, we demonstrate two case studies: a PK data analysis and an inflammation response––focused on a single MPS, the liver/immune MPS. Building on the single MPS modeling, a theoretical investigation of a four-MPS interactome then provides a quantitative way to consider several pharmacological concepts such as absorption, distribution, metabolism, and excretion in the design of multi-MPS interactome operation and experiments., United States. Defense Advanced Research Projects Agency. Microphysiological Systems Program (W911NF-12-2-0039), National Institutes of Health (U.S.) Microphysiological Systems Program (4-UH3-TR000496-03), Massachusetts Institute of Technology. Center for Environmental Health Sciences (NIEHS Grant P30-ES002109)
- Published
- 2017
143. Photopatterning of hydrogel scaffolds coupled to filter materials using stereolithography for perfused 3D culture of hepatocytes
- Author
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Neiman, Jaclyn A. Shepard, Raman, Ritu, Chan, Vincent, Rhoads, Mary G., Velazquez, Jeremy J., Bashir, Rashid, Hammond, Paula T., Griffith, Linda G., Raredon, Micha Sam Brickman, Dyer, Rachel Lee, Massachusetts Institute of Technology. Center for Gynepathology Research, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Chemical Engineering, Massachusetts Institute of Technology. Department of Materials Science and Engineering, Massachusetts Institute of Technology. Department of Mechanical Engineering, Neiman, Jaclyn A. Shepard, Chan, Vincent, Rhoads, Mary G., Raredon, Micha Sam Brickman, Velazquez, Jeremy J., Dyer, Rachel Lee, Hammond, Paula T., and Griffith, Linda G.
- Subjects
technology, industry, and agriculture - Abstract
In vitro models that recapitulate the liver's structural and functional complexity could prolong hepatocellular viability and function to improve platforms for drug toxicity studies and understanding liver pathophysiology. Here, stereolithography (SLA) was employed to fabricate hydrogel scaffolds with open channels designed for post-seeding and perfused culture of primary hepatocytes that form 3D structures in a bioreactor. Photopolymerizable polyethylene glycol-based hydrogels were fabricated coupled to chemically activated, commercially available filters (polycarbonate and polyvinylidene fluoride) using a chemistry that permitted cell viability, and was robust enough to withstand perfused culture of up to 1 µL/s for at least 7 days. SLA energy dose, photoinitiator concentrations, and pretreatment conditions were screened to determine conditions that maximized cell viability and hydrogel bonding to the filter. Multiple open channel geometries were readily achieved, and included ellipses and rectangles. Rectangular open channels employed for subsequent studies had final dimensions on the order of 350 µm by 850 µm. Cell seeding densities and flow rates that promoted cell viability were determined. Perfused culture of primary hepatocytes in hydrogel scaffolds in the presence of soluble epidermal growth factor (EGF) prolonged the maintenance of albumin production throughout the 7-day culture relative to 2D controls. This technique of bonding hydrogel scaffolds can be employed to fabricate soft scaffolds for a number of bioreactor configurations and applications., National Institutes of Health (U.S.). National Center for Advancing Translational Sciences (5UH2TR000496-02), National Science Foundation (U.S.). Emergent Behaviors of Integrated Cellular Systems, National Science Foundation (U.S.). Integrative Graduate Education and Research Traineeship (Grant 0965918), United States. Defense Advanced Research Projects Agency (BAA-11-73 Microphysiological Systems W911NF-12-2-0039), National Science Foundation (U.S.). Graduate Research Fellowship (Grant DGE-1144245), Massachusetts Institute of Technology. Center for Environmental Health Sciences (National Institutes of Health (U.S.) P30-ES002109)
- Published
- 2014
144. Challenges in Using Cultured Primary Rodent Hepatocytes or Cell Lines to Study Hepatic HDL Receptor SR-BI Regulation by Its Cytoplasmic Adaptor PDZK1
- Author
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Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Tsukamoto, Kosuke, Krieger, Monty, Buck, Lorenna Dianne, Griffith, Linda G., Inman, Samuel Walker, Kocher, Olivier, Buck, Lorenna D., Griffith, Linda G, Inman, S. Walker, Massachusetts Institute of Technology. Department of Biological Engineering, Massachusetts Institute of Technology. Department of Biology, Tsukamoto, Kosuke, Krieger, Monty, Buck, Lorenna Dianne, Griffith, Linda G., Inman, Samuel Walker, Kocher, Olivier, Buck, Lorenna D., Griffith, Linda G, and Inman, S. Walker
- Abstract
Background: PDZK1 is a four PDZ-domain containing cytoplasmic protein that binds to a variety of membrane proteins via their C-termini and can influence the abundance, localization and/or function of its target proteins. One of these targets in hepatocytes in vivo is the HDL receptor SR-BI. Normal hepatic expression of SR-BI protein requires PDZK1 - <5% of normal hepatic SR-BI is seen in the livers of PDZK1 knockout mice. Progress has been made in identifying features of PDZK1 required to control hepatic SR-BI in vivo using hepatic expression of wild-type and mutant forms of PDZK1 in wild-type and PDZK1 KO transgenic mice. Such in vivo studies are time consuming and expensive, and cannot readily be used to explore many features of the underlying molecular and cellular mechanisms. Methodology/Principal Findings: Here we have explored the potential to use either primary rodent hepatocytes in culture using 2D collagen gels with newly developed optimized conditions or PDZK1/SR-BI co-transfected cultured cell lines (COS, HEK293) for such studies. SR-BI and PDZK1 protein and mRNA expression levels fell rapidly in primary hepatocyte cultures, indicating this system does not adequately mimic hepatocytes in vivo for analysis of the PDZK1 dependence of SR-BI. Although PDZK1 did alter SR-BI protein expression in the cell lines, its influence was independent of SR-BI’s C-terminus, and thus is not likely to occur via the same mechanism as that which occurs in hepatocytes in vivo. Conclusions/Significance: Caution must be exercised in using primary hepatocytes or cultured cell lines when studying the mechanism underlying the regulation of hepatic SR-BI by PDZK1. It may be possible to use SR-BI and PDZK1 expression as sensitive markers for the in vivo-like state of hepatocytes to further improve primary hepatocyte cell culture conditions., National Institutes of Health (U.S.) (Grant HL052212), National Institutes of Health (U.S.) (Grant HL066105), National Institutes of Health (U.S.) (Grant ES015241), National Institutes of Health (U.S.) (Grant GM068762)
- Published
- 2013
145. PiFlow: A Biocompatible Low-Cost Programmable Dynamic Flow Pumping System Utilizing a Raspberry Pi Zero and Commercial Piezoelectric Pumps
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Kassis, Timothy, primary, Perez, Paola M., additional, Yang, Chloe J. W., additional, Soenksen, Luis R., additional, Trumper, David L., additional, and Griffith, Linda G., additional
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- 2017
- Full Text
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146. Integrated gut/liver microphysiological systems elucidates inflammatory inter‐tissue crosstalk
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Chen, Wen L.K., primary, Edington, Collin, additional, Suter, Emily, additional, Yu, Jiajie, additional, Velazquez, Jeremy J., additional, Velazquez, Jason G., additional, Shockley, Michael, additional, Large, Emma M., additional, Venkataramanan, Raman, additional, Hughes, David J., additional, Stokes, Cynthia L., additional, Trumper, David L., additional, Carrier, Rebecca L., additional, Cirit, Murat, additional, Griffith, Linda G., additional, and Lauffenburger, Douglas A., additional
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- 2017
- Full Text
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147. Peritoneal fluid cytokines related to endometriosis in patients evaluated for infertility
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Jørgensen, Hilde, primary, Hill, Abby S., additional, Beste, Michael T., additional, Kumar, Manu P., additional, Chiswick, Evan, additional, Fedorcsak, Peter, additional, Isaacson, Keith B., additional, Lauffenburger, Douglas A., additional, Griffith, Linda G., additional, and Qvigstad, Erik, additional
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- 2017
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148. Integrated Assessment of Diclofenac Biotransformation, Pharmacokinetics, and Omics-Based Toxicity in a Three-Dimensional Human Liver-Immunocompetent Coculture System
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Sarkar, Ujjal, primary, Ravindra, Kodihalli C., additional, Large, Emma, additional, Young, Carissa L., additional, Rivera-Burgos, Dinelia, additional, Yu, Jiajie, additional, Cirit, Murat, additional, Hughes, David J., additional, Wishnok, John S., additional, Lauffenburger, Douglas A., additional, Griffith, Linda G., additional, and Tannenbaum, Steven R., additional
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- 2017
- Full Text
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149. Local remodeling of synthetic extracellular matrix microenvironments by co-cultured endometrial epithelial and stromal cells enables long-term dynamic physiological function
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Cook, Christi D., primary, Hill, Abby S., additional, Guo, Margaret, additional, Stockdale, Linda, additional, Papps, Julia P., additional, Isaacson, Keith B., additional, Lauffenburger, Douglas A., additional, and Griffith, Linda G., additional
- Published
- 2017
- Full Text
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150. Integration of systems biology with organs-on-chips to humanize therapeutic development
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Edington, Collin D., additional, Cirit, Murat, additional, Chen, Wen Li Kelly, additional, Clark, Amanda M., additional, Wells, Alan, additional, Trumper, David L., additional, and Griffith, Linda G., additional
- Published
- 2017
- Full Text
- View/download PDF
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