1
|
Joshi P, Kang SY, Acharya P, Sidhpura D, Lee MY. High-throughput assessment of metabolism-mediated neurotoxicity by combining 3D-cultured neural stem cells and liver cell spheroids. Toxicol In Vitro 2023; 93:105688. [PMID: 37660999 DOI: 10.1016/j.tiv.2023.105688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/13/2023] [Accepted: 08/31/2023] [Indexed: 09/05/2023]
Abstract
Despite the fact that biotransformation in the liver plays an important role in the augmented toxicity and detoxification of chemicals, relatively little efforts have been made to incorporate biotransformation into in vitro neurotoxicity testing. Conventional in vitro systems for neurotoxicity tests lack the capability of investigating the qualitative and quantitative differences between parent chemicals and their metabolites in the human body. Therefore, there is a need for an in vitro toxicity screening system that can incorporate hepatic biotransformation of chemicals and predict the susceptibility of their metabolites to induce neurotoxicity. To address this need, we adopted 3D cultures of metabolically competent HepaRG cell line with ReNcell VM and established a high-throughput, metabolism-mediated neurotoxicity testing system. Briefly, spheroids of HepaRG cells were generated in an ultralow attachment (ULA) 384-well plate while 3D-cultured ReNcell VM was established on a 384-pillar plate with sidewalls and slits (384PillarPlate). Metabolically sensitive test compounds were added in the ULA 384-well plate with HepaRG spheroids and coupled with 3D-cultured ReNcell VM on the 384PillarPlate, which allowed us to generate metabolites in situ by HepaRG cells and test them against neural stem cells. We envision that this approach could be potentially adopted in pharmaceutical and chemical industries when high-throughput screening (HTS) is necessary to assess neurotoxicity of compounds and their metabolites.
Collapse
Affiliation(s)
- Pranav Joshi
- Bioprinting Laboratories Inc., 12200 Ford Road, Dallas, TX 75234, United States of America
| | - Soo-Yeon Kang
- Department of Biomedical Engineering, University of North Texas, 3940 North Elm Street, Denton, TX 76207, United States of America
| | - Prabha Acharya
- Department of Biomedical Engineering, University of North Texas, 3940 North Elm Street, Denton, TX 76207, United States of America
| | - Darshita Sidhpura
- Department of Biomedical Engineering, University of North Texas, 3940 North Elm Street, Denton, TX 76207, United States of America
| | - Moo-Yeal Lee
- Bioprinting Laboratories Inc., 12200 Ford Road, Dallas, TX 75234, United States of America; Department of Biomedical Engineering, University of North Texas, 3940 North Elm Street, Denton, TX 76207, United States of America.
| |
Collapse
|
2
|
Zhou S, Chen C, Yang J, Liao L, Wang Z, Wu D, Chu J, Wen L, Ding W. On-Demand Maneuvering of Diverse Prodrug Liquids on a Light-Responsive Candle-Soot-Hybridized Lubricant-Infused Slippery Surface for Highly Effective Toxicity Screening. ACS APPLIED MATERIALS & INTERFACES 2022; 14:31667-31676. [PMID: 35791814 DOI: 10.1021/acsami.2c06973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
At present, microscale high-throughput screening (HTS) for drug toxicity has drawn increased attention. Reported methods are often constrained by the inability to execute rapid fusion over diverse droplets or the inflexibility of relying on rigid customized templates. Herein, a light-responsive candle-soot-hybridized lubricant-infused slippery surface (CS-LISS) was reported by one-step femtosecond laser cross-scanning to realize highly effective and flexible drug HTS. Due to its low-hysteresis merits, the CS-LISS can readily steer diverse droplets toward arbitrary directions at a velocity over 1.0 mm/s with the help of tracing lateral near-infrared irradiation; additionally, it has the capability of self-cleaning and self-deicing. Significantly, by integrating the CS-LISS with a GFP HeLa cell chip, high-efficiency drug toxicity screening can be successfully achieved with the aid of fluorescence imaging. This work provides insights into the design of microscale high-throughput drug screening.
Collapse
Affiliation(s)
- Shuneng Zhou
- Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, Anhui 230027, China
- Department of Oncology, the First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230001, China
| | - Chao Chen
- Department of Materials Physics and New Energy Device, School of Materials Science and Engineering, Hefei University of Technology, Hefei 230009, China
| | - Junfeng Yang
- Department of Precision Machinery and Instrumentation, University of Science and Technology of China, Hefei 230027, China
| | - Lirui Liao
- Department of Precision Machinery and Instrumentation, University of Science and Technology of China, Hefei 230027, China
| | - Zekun Wang
- Department of Precision Machinery and Instrumentation, University of Science and Technology of China, Hefei 230027, China
| | - Dong Wu
- Department of Precision Machinery and Instrumentation, University of Science and Technology of China, Hefei 230027, China
| | - Jiaru Chu
- Department of Precision Machinery and Instrumentation, University of Science and Technology of China, Hefei 230027, China
| | - Li Wen
- Department of Precision Machinery and Instrumentation, University of Science and Technology of China, Hefei 230027, China
| | - Weiping Ding
- Department of Electronic Engineering and Information Science, University of Science and Technology of China, Hefei, Anhui 230027, China
- Department of Oncology, the First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui 230001, China
| |
Collapse
|
3
|
Recent advances in microarray 3D bioprinting for high-throughput spheroid and tissue culture and analysis. Essays Biochem 2021; 65:481-489. [PMID: 34296737 DOI: 10.1042/ebc20200150] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2021] [Revised: 06/29/2021] [Accepted: 06/30/2021] [Indexed: 12/26/2022]
Abstract
Three-dimensional (3D) cell culture in vitro has proven to be more physiologically relevant than two-dimensional (2D) culture of cell monolayers, thus more predictive in assessing efficacy and toxicity of compounds. There have been several 3D cell culture techniques developed, which include spheroid and multicellular tissue cultures. Cell spheroids have been generated from single or multiple cell types cultured in ultralow attachment (ULA) well plates and hanging droplet plates. In general, cell spheroids are formed in a relatively short period of culture, in the absence of extracellular matrices (ECMs), via gravity-driven self-aggregation, thus having limited ability to self-organization in layered structure. On the other hand, multicellular tissue cultures including miniature tissues derived from pluripotent stem cells and adult stem cells (a.k.a. 'organoids') and 3D bioprinted tissue constructs require biomimetic hydrogels or ECMs and show highly ordered structure due to spontaneous self-organization of cells during differentiation and maturation processes. In this short review article, we summarize traditional methods of spheroid and multicellular tissue cultures as well as their technical challenges, and introduce how droplet-based, miniature 3D bioprinting ('microarray 3D bioprinting') can be used to improve assay throughput and reproducibility for high-throughput, predictive screening of compounds. Several platforms including a micropillar chip and a 384-pillar plate developed to facilitate miniature spheroid and tissue cultures via microarray 3D bioprinting are introduced. We excluded microphysiological systems (MPSs) in this article although they are important tissue models to simulate multiorgan interactions.
Collapse
|
4
|
Kang SY, Yu KN, Joshi P, Lee MY. High-Throughput Assessment of Metabolism-Induced Toxicity of Compounds on a 384-Pillar Plate. Methods Mol Biol 2020; 2089:191-207. [PMID: 31773656 DOI: 10.1007/978-1-0716-0163-1_13] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
A variety of oxidative and conjugative enzymes are involved in the metabolism of compounds including drugs, which can be converted into toxic metabolites by Phase I drug-metabolizing enzymes (DMEs), such as the cytochromes P450 (CYP450s), and/or detoxified by Phase II DMEs, such as UDP-glucuronosyltransferases (UGTs), sulfotransferases (SULTs), and glutathione S-transferases (GSTs). Traditionally, primary hepatocytes containing a complete set of DMEs have been widely used as a gold standard to assess metabolism-induced compound toxicity. However, primary hepatocytes are expensive, have high donor variability in expression levels of DMEs, and rapidly lose liver-specific functions when the cells are maintained under standard in vitro cell culture conditions over time. To address this issue and rapidly profile metabolism-induced drug toxicity, we have developed a 384-pillar plate, which is complementary to conventional 384-well plates. In this chapter, we provide step-by-step procedures for three-dimensional (3D) cell printing on the 384-pillar plate coupled with DMEs and compounds in the 384-well plate for high-throughput assessment of metabolism-induced toxicity.
Collapse
Affiliation(s)
- Soo-Yeon Kang
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA
| | - Kyeong-Nam Yu
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA
| | - Pranav Joshi
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA
| | - Moo-Yeal Lee
- Department of Chemical and Biomedical Engineering, Cleveland State University, Cleveland, OH, USA.
| |
Collapse
|
5
|
Ai X, Zhao L, Lu Y, Hou Y, Lv T, Jiang Y, Tu P, Guo X. Integrated Array Chip for High-Throughput Screening of Species Differences in Metabolism. Anal Chem 2020; 92:11696-11704. [PMID: 32786470 DOI: 10.1021/acs.analchem.0c01590] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Species differences in metabolism may produce failure prediction of drug efficacy/toxicity in humans. Integration of metabolic competence and cellular effect assays in vitro can provide insight into the species differences in metabolism; however, a co-culture platform with features of high throughput, operational simplicity, low sample consumption, and independent layouts is required for potential usage in industrial test settings. Herein, we developed an integrated array chip (IAC) to evaluate the species differences in metabolism through metabolism-induced anticancer bioactivity as a case. The IAC consisted of two functional parts: a micropillar chip for immobilization of liver microsomes and a microwell chip for three-dimensional (3D) tumor cell culture. First, optimized parameters of the micropillar chip for microsomal encapsulation were obtained by cross-shaped protrusions and a 2.5 μL volume of 3D agarose spots. Next, we examined factors influencing metabolism-induced anticancer bioactivity. Feasibility of the IAC was validated by four model prodrugs using image-based bioactivity detection and mass spectrometry (MS)-based metabolite analysis. Finally, a species-specific IAC was used for selection of animal species that best resembles metabolism-induced drug response to humans at throughputs. Overall, the IAC provides a promising co-culture platform for identifying species differences in metabolism and selection of animal models to accelerate drug discovery.
Collapse
Affiliation(s)
- Xiaoni Ai
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Lin Zhao
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Yingyuan Lu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Yu Hou
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Tian Lv
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Yong Jiang
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Pengfei Tu
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| | - Xiaoyu Guo
- State Key Laboratory of Natural and Biomimetic Drugs, School of Pharmaceutical Sciences, Peking University, Beijing 100191, China
| |
Collapse
|
6
|
Pavelić SK, Markova-Car E, Klobučar M, Sappe L, Spaventi R. Technological Advances in Preclinical Drug Evaluation: The Role of -Omics Methods. Curr Med Chem 2020; 27:1337-1349. [PMID: 31296156 DOI: 10.2174/0929867326666190711122819] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2018] [Revised: 06/03/2019] [Accepted: 06/11/2019] [Indexed: 12/11/2022]
Abstract
Preclinical drug development is an essential step in the drug development process where the evaluation of new chemical entities occurs. In particular, preclinical drug development phases include deep analysis of drug candidates' interactions with biomolecules/targets, their safety, toxicity, pharmacokinetics, metabolism by use of assays in vitro and in vivo animal assays. Legal aspects of the required procedures are well-established. Herein, we present a comprehensive summary of current state-of-the art approaches and techniques used in preclinical studies. In particular, we will review the potential of new, -omics methods and platforms for mechanistic evaluation of drug candidates and speed-up of the preclinical evaluation steps.
Collapse
Affiliation(s)
- Sandra Kraljević Pavelić
- Department of Biotechnology, Centre for High-Throughput Technologies, University of Rijeka, 51000 Rijeka, Croatia
| | - Elitza Markova-Car
- Department of Biotechnology, Centre for High-Throughput Technologies, University of Rijeka, 51000 Rijeka, Croatia
| | - Marko Klobučar
- Department of Biotechnology, Centre for High-Throughput Technologies, University of Rijeka, 51000 Rijeka, Croatia
| | - Lana Sappe
- Department of Biotechnology, Centre for High-Throughput Technologies, University of Rijeka, 51000 Rijeka, Croatia.,Novartis Oncology Region Europe Headquarter, Largo Umberto Boccioni 1, 21040 Origgio, Italia
| | - Radan Spaventi
- Triadelta Partners d.o.o., Međimurska 19/2, Zagreb, Croatia
| |
Collapse
|
7
|
Zietek BM, Still KBM, Jaschusch K, Bruyneel B, Ariese F, Brouwer TJF, Luger M, Limburg RJ, Rosier JC, V Iperen DJ, Casewell NR, Somsen GW, Kool J. Bioactivity Profiling of Small-Volume Samples by Nano Liquid Chromatography Coupled to Microarray Bioassaying Using High-Resolution Fractionation. Anal Chem 2019; 91:10458-10466. [PMID: 31373797 PMCID: PMC6706796 DOI: 10.1021/acs.analchem.9b01261] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
![]()
High-throughput
screening platforms for the identification of bioactive
compounds in mixtures have become important tools in the drug discovery
process. Miniaturization of such screening systems may overcome problems
associated with small sample volumes and enhance throughput and sensitivity.
Here we present a new screening platform, coined picofractionation
analytics, which encompasses microarray bioassays and mass spectrometry
(MS) of components from minute amounts of samples after their nano
liquid chromatographic (nanoLC) separation. Herein, nanoLC was coupled
to a low-volume liquid dispenser equipped with pressure-fed solenoid
valves, enabling 50-nL volumes of column effluent (300 nL/min) to
be discretely deposited on a glass slide. The resulting fractions
were dried and subsequently bioassayed by sequential printing of nL-volumes
of reagents on top of the spots. Unwanted evaporation of bioassay
liquids was circumvented by employing mineral oil droplets. A fluorescence
microscope was used for assay readout in kinetic mode. Bioassay data
were correlated to MS data obtained using the same nanoLC conditions
in order to assign bioactives. The platform provides the possibility
of freely choosing a wide diversity of bioassay formats, including
those requiring long incubation times. The new method was compared
to a standard bioassay approach, and its applicability was demonstrated
by screening plasmin inhibitors and fibrinolytic bioactives from mixtures
of standards and snake venoms, revealing active peptides and coagulopathic
proteases.
Collapse
Affiliation(s)
- Barbara M Zietek
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Kristina B M Still
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Kevin Jaschusch
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Ben Bruyneel
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Freek Ariese
- LaserLaB , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Tinco J F Brouwer
- Electronic Engineering , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Matthijs Luger
- Electronic Engineering , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Rob J Limburg
- Electronic Engineering , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Joost C Rosier
- Fine Mechanics and Engineering Beta-VU , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Dick J V Iperen
- Fine Mechanics and Engineering Beta-VU , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Nicholas R Casewell
- Centre for Snakebite Research & Interventions , Liverpool School of Tropical Medicine , Pembroke Place , Liverpool L3 5QA , U.K.,Centre for Drugs and Diagnostics , Liverpool School of Tropical Medicine , Pembroke Place , Liverpool L3 5QA , U.K
| | - Govert W Somsen
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| | - Jeroen Kool
- Division of BioAnalytical Chemistry, Amsterdam Institute of Molecules, Medicines and Systems , Vrije Universiteit Amsterdam , Amsterdam 1081 HZ , The Netherlands
| |
Collapse
|
8
|
Mansoorifar A, Koklu A, Beskok A. Quantification of Cell Death Using an Impedance-Based Microfluidic Device. Anal Chem 2019; 91:4140-4148. [PMID: 30793881 DOI: 10.1021/acs.analchem.8b05890] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Dielectric spectroscopy is a nondestructive method to characterize dielectric properties by measuring impedance data over a frequency spectrum. This method has been widely used for various applications such as counting, sizing, and monitoring biological cells and particles. Recently, utilization of this method has been suggested in various stages of the drug discovery process due to low sample consumption and fast analysis time. In this study, we used a previously developed microfluidic system to confine single PC-3 cells in microwells using dielectrophoretic forces and perform the impedance measurements. PC-3 cells are treated with 100 μM Enzalutamide drug, and their impedance response is recorded until the cells are totally dead as predicted with viability tests. Four different approaches are used to analyze the impedance spectrum. Equivalent circuit modeling is used to extract the cell electrical properties as a function of time. Principal component analysis (PCA) is used to quantify cellular response to drug as a function of time. Single frequency measurements are conducted to observe how the cells respond over time. Finally, opacity ratio is defined as an additional quantification method. This device is capable of quantitatively measuring drug effects on biological cells and detecting cell death. The results show that the proposed microfluidic system has the potential to be used in early stages of the drug discovery process.
Collapse
Affiliation(s)
- Amin Mansoorifar
- Department of Mechanical Engineering , Southern Methodist University , Dallas , Texas 75205 , United States
| | - Anil Koklu
- Department of Mechanical Engineering , Southern Methodist University , Dallas , Texas 75205 , United States
| | - Ali Beskok
- Department of Mechanical Engineering , Southern Methodist University , Dallas , Texas 75205 , United States
| |
Collapse
|
9
|
Sefi M, Elwej A, Chaâbane M, Bejaoui S, Marrekchi R, Jamoussi K, Gouiaa N, Boudawara-Sellemi T, El Cafsi M, Zeghal N, Soudani N. Beneficial role of vanillin, a polyphenolic flavoring agent, on maneb-induced oxidative stress, DNA damage, and liver histological changes in Swiss albino mice. Hum Exp Toxicol 2019; 38:619-631. [PMID: 30782018 DOI: 10.1177/0960327119831067] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Vanillin, a widely used flavoring agent, has antimutagenic and antioxidant properties. The current study was performed to evaluate its beneficial role against hepatotoxicity induced by maneb, a dithiocarbamate fungicide. Mice were divided into four groups of six each: group 1, serving as negative controls which received by intraperitoneal way only distilled water, a solvent of maneb; group 2, received daily, by intraperitoneal way, maneb (30 mg kg-1 body weight (BW)); group 3, received maneb at the same dose of group 2 and 50 mg kg-1 BW of vanillin by intraperitoneal way; and group 4, serving as positive controls, received daily only vanillin. After 10 days of treatment, mice of all groups were killed. Our results showed that vanillin significantly reduced the elevated hepatic levels of malondialdehyde, hydrogen peroxide, and advanced oxidation protein product and attenuated DNA fragmentation induced by maneb. In addition, vanillin modulated the alterations of antioxidant status: enzymatic (superoxide dismutase, catalase, and glutathione peroxidase) and nonenzymatic (reduced glutathione, nonprotein thiol, and vitamin C) antioxidants in the liver of maneb-treated mice. This natural compound was also able to ameliorate plasma biochemical parameters (aspartate aminotransferase, alanine aminotransferase, gamma glutamyl transpeptidase, alkaline phosphatase, total bilirubin, and total protein). The protective effect of vanillin was further evident through the histopathological changes produced by maneb in the liver tissue. Thus, we concluded that vanillin might be beneficial against maneb-induced hepatic damage in mice.
Collapse
Affiliation(s)
- M Sefi
- 1 Animal Physiology Laboratory, Department of Life Sciences, University of Sfax, Sfax, Tunisia.,2 Physiology and Aquatic Environment Unit, Department of Biological Sciences, University of Tunis El Manar, Tunis, Tunisia
| | - A Elwej
- 1 Animal Physiology Laboratory, Department of Life Sciences, University of Sfax, Sfax, Tunisia
| | - M Chaâbane
- 1 Animal Physiology Laboratory, Department of Life Sciences, University of Sfax, Sfax, Tunisia
| | - S Bejaoui
- 2 Physiology and Aquatic Environment Unit, Department of Biological Sciences, University of Tunis El Manar, Tunis, Tunisia
| | - R Marrekchi
- 3 Biochemistry Laboratory, Department of Biochemistry, CHU Hedi Chaker, University of Sfax, Sfax, Tunisia
| | - K Jamoussi
- 3 Biochemistry Laboratory, Department of Biochemistry, CHU Hedi Chaker, University of Sfax, Sfax, Tunisia
| | - N Gouiaa
- 4 Histopathology Laboratory, Department of Anatomopathology, CHU Habib Bourguiba, University of Sfax, Sfax, Tunisia
| | - T Boudawara-Sellemi
- 4 Histopathology Laboratory, Department of Anatomopathology, CHU Habib Bourguiba, University of Sfax, Sfax, Tunisia
| | - M El Cafsi
- 2 Physiology and Aquatic Environment Unit, Department of Biological Sciences, University of Tunis El Manar, Tunis, Tunisia
| | - N Zeghal
- 1 Animal Physiology Laboratory, Department of Life Sciences, University of Sfax, Sfax, Tunisia
| | - N Soudani
- 1 Animal Physiology Laboratory, Department of Life Sciences, University of Sfax, Sfax, Tunisia.,2 Physiology and Aquatic Environment Unit, Department of Biological Sciences, University of Tunis El Manar, Tunis, Tunisia
| |
Collapse
|
10
|
Pascoal JF, Fernandes TG, Nierode GJ, Diogo MM, Dordick JS, Cabral JMS. Three-Dimensional Cell-Based Microarrays: Printing Pluripotent Stem Cells into 3D Microenvironments. Methods Mol Biol 2019; 1771:69-81. [PMID: 29633205 DOI: 10.1007/978-1-4939-7792-5_6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023]
Abstract
Cell-based microarrays are valuable platforms for the study of cytotoxicity and cellular microenvironment because they enable high-throughput screening of large sets of conditions at reduced reagent consumption. However, most of the described microarray technologies have been applied to two-dimensional cultures, which do not accurately emulate the in vivo three-dimensional (3D) cell-cell and cell-extracellular matrix interactions.Herein, we describe the methodology for production of alginate- and Matrigel-based 3-D cell microarrays for the study of mouse and human pluripotent stem cells on two different chip-based platforms. We further provide protocols for on-chip proliferation/viability analysis and the assessment of protein expression by immunofluorescence.
Collapse
Affiliation(s)
- Jorge F Pascoal
- Department of Bioengineering, Institute for Bioengineering and Biosciences (iBB), Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal.,Chemical and Biological Engineering, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA
| | - Tiago G Fernandes
- Department of Bioengineering, Institute for Bioengineering and Biosciences (iBB), Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal. .,Chemical and Biological Engineering, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA.
| | - Gregory J Nierode
- Chemical and Biological Engineering, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA
| | - Maria Margarida Diogo
- Department of Bioengineering, Institute for Bioengineering and Biosciences (iBB), Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| | - Jonathan S Dordick
- Chemical and Biological Engineering, Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, USA.
| | - Joaquim M S Cabral
- Department of Bioengineering, Institute for Bioengineering and Biosciences (iBB), Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal
| |
Collapse
|
11
|
Bruckner DM, Connerney JJ, Dordick JS. Advancing in vitro
- in vivo
toxicity correlations via high-throughput three-dimensional primary hepatocyte culture. AIChE J 2018. [DOI: 10.1002/aic.16442] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Affiliation(s)
- Dylan M. Bruckner
- Dept. of Chemical and Biological Engineering, Center for Biotechnology & Interdisciplinary Studies; Rensselaer Polytechnic Institute; Troy NY, 12180
| | | | - Jonathan S. Dordick
- Dept. of Chemical and Biological Engineering, Center for Biotechnology & Interdisciplinary Studies; Rensselaer Polytechnic Institute; Troy NY, 12180
| |
Collapse
|
12
|
Underhill GH, Khetani SR. Advances in Engineered Human Liver Platforms for Drug Metabolism Studies. Drug Metab Dispos 2018; 46:1626-1637. [PMID: 30135245 DOI: 10.1124/dmd.118.083295] [Citation(s) in RCA: 37] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2018] [Accepted: 08/17/2018] [Indexed: 12/27/2022] Open
Abstract
Metabolism in the liver often determines the overall clearance rates of many pharmaceuticals. Furthermore, induction or inhibition of the liver drug metabolism enzymes by perpetrator drugs can influence the metabolism of victim drugs (drug-drug interactions). Therefore, determining liver-drug interactions is critical during preclinical drug development. Unfortunately, studies in animals are often of limited value because of significant differences in the metabolic pathways of the liver across different species. To mitigate such limitations, the pharmaceutical industry uses a continuum of human liver models, ranging from microsomes to transfected cell lines and cultures of primary human hepatocytes (PHHs). Of these models, PHHs provide a balance of high-throughput testing capabilities together with a physiologically relevant cell type that exhibits all the characteristic enzymes, cofactors, and transporters. However, PHH monocultures display a rapid decline in metabolic capacity. Consequently, bioengineers have developed several tools, such as cellular microarrays, micropatterned cocultures, self-assembled and bioprinted spheroids, and perfusion devices, to enhance and stabilize PHH functions for ≥2 weeks. Many of these platforms have been validated for drug studies, whereas some have been adapted to include liver nonparenchymal cells that can influence hepatic drug metabolism in health and disease. Here, we focus on the design features of such platforms and their representative drug metabolism validation datasets, while discussing emerging trends. Overall, the use of engineered human liver platforms in the pharmaceutical industry has been steadily rising over the last 10 years, and we anticipate that these platforms will become an integral part of drug development with continued commercialization and validation for routine screening use.
Collapse
Affiliation(s)
- Gregory H Underhill
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois; and Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois
| | - Salman R Khetani
- Department of Bioengineering, University of Illinois at Urbana-Champaign, Urbana, Illinois; and Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois
| |
Collapse
|
13
|
Yu KN, Kang SY, Hong S, Lee MY. High-throughput metabolism-induced toxicity assays demonstrated on a 384-pillar plate. Arch Toxicol 2018; 92:2501-2516. [PMID: 29974144 DOI: 10.1007/s00204-018-2249-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 06/20/2018] [Indexed: 01/01/2023]
Abstract
The US Environmental Protection Agency (EPA) launched the Transform Tox Testing Challenge in 2016 with the goal of developing practical methods that can be integrated into conventional high-throughput screening (HTS) assays to better predict the toxicity of parent compounds and their metabolites in vivo. In response to this need and to retrofit existing HTS assays for assessing metabolism-induced toxicity of compounds, we have developed a 384-pillar plate that is complementary to traditional 384-well plates and ideally suited for culturing human cells in three dimensions at a microscale. Briefly, human embryonic kidney (HEK) 293 cells in a mixture of alginate and Matrigel were printed on the 384-pillar plates using a microarray spotter, which were coupled with 384-well plates containing nine model compounds provided by the EPA, five representative Phase I and II drug metabolizing enzymes (DMEs), and one no enzyme control. Viability and membrane integrity of HEK 293 cells were measured with the calcein AM and CellTiter-Glo® kit to determine the IC50 values of the nine parent compounds and DME-generated metabolites. The Z' factors and the coefficient of variation measured were above 0.6 and below 14%, respectively, indicating that the assays established on the 384-pillar plate are robust and reproducible. Out of nine compounds tested, six compounds showed augmented toxicity with DMEs and one compound showed detoxification with a Phase II DME. This result indicates that the 384-pillar plate platform can be used to measure metabolism-induced toxicity of compounds in high-throughput with individual DMEs. As xenobiotics metabolism is a complex process with a variety of DMEs involved, the predictivity of our approach could be further improved with mixtures of DMEs.
Collapse
Affiliation(s)
- Kyeong-Nam Yu
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA
| | - Soo-Yeon Kang
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA
| | - Stephen Hong
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA
| | - Moo-Yeal Lee
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA.
| |
Collapse
|
14
|
Jin BJ, Lee S, Verkman AS. Hollow Micropillar Array Method for High-Capacity Drug Screening on Filter-Grown Epithelial Cells. Anal Chem 2018; 90:7675-7681. [PMID: 29779372 DOI: 10.1021/acs.analchem.8b01554] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
New high-throughput assay formats and innovative screening technologies are needed for miniaturized screens using small quantities of near-native, patient-derived cells. Here, we developed a hollow micropillar array method to screen compounds using epithelial cells cultured on a porous support, with the goal of screening thousands of compounds using a single 24 mm diameter transwell filter containing cultured cells. Test compounds (∼1 nL) in an alginate hydrogel were printed by microinjection in hollow cylindrical micropillars (height = 150 μm, inner diameter = 100 μm) spaced 300 μm apart in a square array configuration. Compounds were delivered by positioning the array near the surface of a cell layer, with 5-10 μm of distance between the micropillars and cell surface. Micropillar array geometry, and the viscosity of the hydrogel and overlying solutions, were optimized computationally and experimentally to produce sustained exposure of cells to test compounds with minimal cross-talk from compounds in neighboring micropillar wells. The method was implemented using a 10 × 10 micropillar array (size = 3 × 3 mm) on CFTR-expressing epithelial cells, in which CFTR chloride channel function was measured from fluorescence in response to iodide addition using a genetically encoded cytoplasmic yellow fluorescent protein halide indicator. The hollow micropillar array platform developed here should be generally applicable for high-capacity drug screening using small numbers of cells cultured on solid or porous supports.
Collapse
Affiliation(s)
- Byung-Ju Jin
- Departments of Medicine and Physiology , University of California , San Francisco , California 94143-0521 , United States
| | - Sujin Lee
- Departments of Medicine and Physiology , University of California , San Francisco , California 94143-0521 , United States
| | - Alan S Verkman
- Departments of Medicine and Physiology , University of California , San Francisco , California 94143-0521 , United States
| |
Collapse
|
15
|
Lee S, Laurell T, Jeong OC, Kim S. Development of a Sol-gel-assisted Reverse-phase Microarray Platform for Simple and Rapid Detection of Prostate-specific Antigen from Serum. BIOCHIP JOURNAL 2018. [DOI: 10.1007/s13206-017-2109-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
|
16
|
Alexander F, Eggert S, Wiest J. A novel lab-on-a-chip platform for spheroid metabolism monitoring. Cytotechnology 2018; 70:375-386. [PMID: 29032507 PMCID: PMC5809666 DOI: 10.1007/s10616-017-0152-x] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Accepted: 10/04/2017] [Indexed: 12/24/2022] Open
Abstract
Sensor-based cellular microphysiometry is a technique that allows non-invasive, label-free, real-time monitoring of living cells that can greatly improve the predictability of toxicology testing by removing the influence of biochemical labels. In this work, the Intelligent Mobile Lab for In Vitro Diagnostics (IMOLA-IVD) was utilized to perform cellular microphysiometry on 3D multicellular spheroids. Using a commercial 3D printer, 3 × 3 microwell arrays were fabricated to maintain nine previously cultured HepG2 spheroids on a single BioChip. Integrated layers above and under the spheroids allowed fluidic contact between spheroids in microwells and BioChip sensors while preventing wash out from medium perfusion. Spheroid culturing protocols were optimized to grow spheroids to a diameter of around 620 μm prior to transfer onto BioChips. An ON/OFF pump cycling protocol was developed to optimize spheroid culture within the designed microwells, intermittently perfuse spheroids with fresh culture medium, and measure the extracellular acidification rate (EAR) and oxygen uptake rate (OUR) with the BioChips of the IMOLA-IVD platform. In a proof-of-concept experiment, spheroids were perfused for 36 h with cell culture medium before being exposed to medium with 1% sodium dodecyl sulphate (SDS) to lyse cells as a positive control. These microphysiometry studies revealed a repeatable pattern of extracellular acidification throughout the experiment, indicating the ability to monitor real-time metabolic activity of spheroids embedded in the newly designed tissue encapsulation. After perfusion for 36 h with medium, SDS exposure resulted in an instant decrease in EAR and OUR signals from 37 mV/h (± 5) to 8 mV/h (± 8) and from 308 mV/h (± 21) to -2 mV/h (± 13), respectively. The presented spheroid monitoring system holds great potential as a method to automate screening and analysis of pharmaceutical agents using 3D multicellular spheroid models.
Collapse
Affiliation(s)
| | - Sebastian Eggert
- cellasys GmbH - R&D, Ohmstraße 8, 80802, Munich, Germany
- Technical University of Munich, Arcisstraße 21, 80333, Munich, Germany
| | - Joachim Wiest
- cellasys GmbH - R&D, Ohmstraße 8, 80802, Munich, Germany.
| |
Collapse
|
17
|
Seo J, Shin JY, Leijten J, Jeon O, Camci-Unal G, Dikina AD, Brinegar K, Ghaemmaghami AM, Alsberg E, Khademhosseini A. High-throughput approaches for screening and analysis of cell behaviors. Biomaterials 2018; 153:85-101. [PMID: 29079207 PMCID: PMC5702937 DOI: 10.1016/j.biomaterials.2017.06.022] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2016] [Revised: 06/17/2017] [Accepted: 06/19/2017] [Indexed: 02/06/2023]
Abstract
The rapid development of new biomaterials and techniques to modify them challenge our capability to characterize them using conventional methods. In response, numerous high-throughput (HT) strategies are being developed to analyze biomaterials and their interactions with cells using combinatorial approaches. Moreover, these systematic analyses have the power to uncover effects of delivered soluble bioactive molecules on cell responses. In this review, we describe the recent developments in HT approaches that help identify cellular microenvironments affecting cell behaviors and highlight HT screening of biochemical libraries for gene delivery, drug discovery, and toxicological studies. We also discuss HT techniques for the analyses of cell secreted biomolecules and provide perspectives on the future utility of HT approaches in biomedical engineering.
Collapse
Affiliation(s)
- Jungmok Seo
- Biomaterials Innovation Research Center, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, MA, 02139, USA; Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA; Center for Biomaterials, Korea Institute of Science and Technology, 14 Hwarang-ro, Seongbuk-gu, Seoul, 02792, South Korea
| | - Jung-Youn Shin
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Jeroen Leijten
- Biomaterials Innovation Research Center, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, MA, 02139, USA; Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA; Department of Developmental BioEngineering, MIRA Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands
| | - Oju Jeon
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Gulden Camci-Unal
- Biomaterials Innovation Research Center, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, MA, 02139, USA; Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA; Department of Chemical Engineering, University of Massachusetts Lowell, 1 University Ave, Lowell, MA, 01854-2827, USA
| | - Anna D Dikina
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA
| | - Katelyn Brinegar
- Biomaterials Innovation Research Center, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, MA, 02139, USA; Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA
| | - Amir M Ghaemmaghami
- Division of Immunology, School of Life Sciences, Faculty of Medicine and Health Sciences, Queen's Medical Centre, University of Nottingham, Nottingham, NG7 2UH, UK
| | - Eben Alsberg
- Department of Biomedical Engineering, Case Western Reserve University, Cleveland, OH, 44106, USA; Department of Orthopaedic Surgery, Case Western Reserve University, Cleveland, OH, 44106, USA; National Center for Regenerative Medicine, Division of General Medical Sciences, Case Western Reserve University, Cleveland, OH, 44106, USA.
| | - Ali Khademhosseini
- Biomaterials Innovation Research Center, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Cambridge, MA, 02139, USA; Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, MA, 02139, USA; Department of Bioindustrial Technologies, College of Animal Bioscience and Technology, Konkuk University, Hwayang-dong, Gwangjin-gu, Seoul, 143-701, Republic of Korea; Wyss Institute for Biologically Inspired Engineering, Harvard University, Boston, MA, 02115, USA; Department of Physics, King Abdulaziz University, Jeddah, 21569, Saudi Arabia.
| |
Collapse
|
18
|
Yu S, Joshi P, Park YJ, Yu KN, Lee MY. Deconvolution of images from 3D printed cells in layers on a chip. Biotechnol Prog 2017; 34:445-454. [PMID: 29240313 DOI: 10.1002/btpr.2591] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2017] [Revised: 11/19/2017] [Indexed: 01/14/2023]
Abstract
Layer-by-layer cell printing is useful in mimicking layered tissue structures inside the human body and has great potential for being a promising tool in the field of tissue engineering, regenerative medicine, and drug discovery. However, imaging human cells cultured in multiple hydrogel layers in 3D-printed tissue constructs is challenging as the cells are not in a single focal plane. Although confocal microscopy could be a potential solution for this issue, it compromises the throughput which is a key factor in rapidly screening drug efficacy and toxicity in pharmaceutical industries. With epifluorescence microscopy, the throughput can be maintained at a cost of blurred cell images from printed tissue constructs. To rapidly acquire in-focus cell images from bioprinted tissues using an epifluorescence microscope, we created two layers of Hep3B human hepatoma cells by printing green and red fluorescently labeled Hep3B cells encapsulated in two alginate layers in a microwell chip. In-focus fluorescent cell images were obtained in high throughput using an automated epifluorescence microscopy coupled with image analysis algorithms, including three deconvolution methods in combination with three kernel estimation methods, generating a total of nine deconvolution paths. As a result, a combination of Inter-Level Intra-Level Deconvolution (ILILD) algorithm and Richardson-Lucy (RL) kernel estimation proved to be highly useful in bringing out-of-focus cell images into focus, thus rapidly yielding more sensitive and accurate fluorescence reading from the cells in different layers. © 2017 American Institute of Chemical Engineers Biotechnol. Prog., 34:445-454, 2018.
Collapse
Affiliation(s)
- Sean Yu
- Dept. of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall, 1960 East 24th Street, Cleveland, OH, 44115
| | - Pranav Joshi
- Dept. of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall, 1960 East 24th Street, Cleveland, OH, 44115
| | - Yi Ju Park
- Advanced Technology Inc. (ATI), 112 Gaetbeol-ro, Yeonsu-gu, Incheon, Republic of Korea
| | - Kyeong-Nam Yu
- Dept. of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall, 1960 East 24th Street, Cleveland, OH, 44115
| | - Moo-Yeal Lee
- Dept. of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall, 1960 East 24th Street, Cleveland, OH, 44115
| |
Collapse
|
19
|
Yu KN, Nadanaciva S, Rana P, Lee DW, Ku B, Roth AD, Dordick JS, Will Y, Lee MY. Prediction of metabolism-induced hepatotoxicity on three-dimensional hepatic cell culture and enzyme microarrays. Arch Toxicol 2017; 92:1295-1310. [PMID: 29167929 DOI: 10.1007/s00204-017-2126-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2017] [Accepted: 11/15/2017] [Indexed: 02/07/2023]
Abstract
Human liver contains various oxidative and conjugative enzymes that can convert nontoxic parent compounds to toxic metabolites or, conversely, toxic parent compounds to nontoxic metabolites. Unlike primary hepatocytes, which contain myriad drug-metabolizing enzymes (DMEs), but are difficult to culture and maintain physiological levels of DMEs, immortalized hepatic cell lines used in predictive toxicity assays are easy to culture, but lack the ability to metabolize compounds. To address this limitation and predict metabolism-induced hepatotoxicity in high-throughput, we developed an advanced miniaturized three-dimensional (3D) cell culture array (DataChip 2.0) and an advanced metabolizing enzyme microarray (MetaChip 2.0). The DataChip is a functionalized micropillar chip that supports the Hep3B human hepatoma cell line in a 3D microarray format. The MetaChip is a microwell chip containing immobilized DMEs found in the human liver. As a proof of concept for generating compound metabolites in situ on the chip and rapidly assessing their toxicity, 22 model compounds were dispensed into the MetaChip and sandwiched with the DataChip. The IC50 values obtained from the chip platform were correlated with rat LD50 values, human C max values, and drug-induced liver injury categories to predict adverse drug reactions in vivo. As a result, the platform had 100% sensitivity, 86% specificity, and 93% overall predictivity at optimum cutoffs of IC50 and C max values. Therefore, the DataChip/MetaChip platform could be used as a high-throughput, early stage, microscale alternative to conventional in vitro multi-well plate platforms and provide a rapid and inexpensive assessment of metabolism-induced toxicity at early phases of drug development.
Collapse
Affiliation(s)
- Kyeong-Nam Yu
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA
| | | | - Payal Rana
- Compound Safety Prediction, Pfizer Inc., Groton, CT, 06340, USA
| | - Dong Woo Lee
- Department of Biomedical Engineering, Konyang University, Daejeon, Republic of Korea
| | - Bosung Ku
- Central R & D Center, Medical & Bio Device (MBD) Co., Ltd, Suwon, Republic of Korea
| | - Alexander D Roth
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA
| | - Jonathan S Dordick
- Department of Chemical and Biological Engineering, and Center for Biotechnology and Interdisciplinary Studies, Rensselaer Polytechnic Institute, Troy, NY, 12180, USA
| | - Yvonne Will
- Compound Safety Prediction, Pfizer Inc., Groton, CT, 06340, USA
| | - Moo-Yeal Lee
- Department of Chemical and Biomedical Engineering, Cleveland State University, 455 Fenn Hall (FH), 1960 East 24th Street, Cleveland, OH, 44115-2214, USA.
| |
Collapse
|
20
|
Li H, Bergeron S, Larkin H, Juncker D. Snap Chip for Cross-reactivity-free and Spotter-free Multiplexed Sandwich Immunoassays. J Vis Exp 2017. [PMID: 29155743 DOI: 10.3791/56230] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Multiplexed protein analysis has shown superior diagnostic sensitivity and accuracy compared to single proteins. Antibody microarrays allow for thousands of micro-scale immunoassays performed simultaneously on a single chip. Sandwich assay format improves assay specificity by detecting each target with two antibodies, but suffers from cross-reactivity between reagents thus limiting their multiplexing capabilities. Antibody colocalization microarray (ACM) has been developed for cross-reactivity-free multiplexed protein detection, but requires an expensive spotter on-site for microarray fabrication during assays. In this work, we demonstrate a snap chip technology that transfers reagent from microarray-to-microarray by simply snapping two chips together, thus no spotter is needed during the sample incubation and subsequent application of detection antibodies (dAbs) upon storage of pre-spotted slides, dissociating the slide preparation from assay execution. Both single and double transfer methods are presented to achieve accurate alignment between the two microarrays and the slide fabrication for both methods are described. Results show that <40 μm alignment has been achieved with double transfer, reaching an array density of 625 spots/cm2. A 50-plexed immunoassay has been conducted to demonstrate the usability of the snap chip in multiplexed protein analysis. Limits of detection of 35 proteins are in the range of pg/mL.
Collapse
Affiliation(s)
- Huiyan Li
- McGill University and Génome Québec Innovation Centre; Biomedical Engineering Department, McGill University
| | | | - Heidi Larkin
- McGill University and Génome Québec Innovation Centre; Biomedical Engineering Department, McGill University; Parallex BioAssays Inc
| | - David Juncker
- McGill University and Génome Québec Innovation Centre; Biomedical Engineering Department, McGill University;
| |
Collapse
|
21
|
Fang X, Duan Y, Liu Y, Adkins G, Zang W, Zhong W, Qiao L, Liu B. Photochemical Bionanoreactor for Efficient Visible-Light-Driven in Vitro Drug Metabolism. Anal Chem 2017; 89:7365-7372. [DOI: 10.1021/acs.analchem.7b00677] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Affiliation(s)
- Xiaoni Fang
- Department
of Chemistry, Institute of Biomedical Sciences and State Key Lab of
Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Yaokai Duan
- Department
of Chemistry, University of California, Riverside 92501, United States
| | - Yujie Liu
- Department
of Chemistry, Institute of Biomedical Sciences and State Key Lab of
Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Gary Adkins
- Department
of Chemistry, University of California, Riverside 92501, United States
| | - Weijun Zang
- Department
of Chemistry, Institute of Biomedical Sciences and State Key Lab of
Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Wenwan Zhong
- Department
of Chemistry, University of California, Riverside 92501, United States
| | - Liang Qiao
- Department
of Chemistry, Institute of Biomedical Sciences and State Key Lab of
Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
- Shanghai
Stomatological Hospital, Fudan University, Shanghai 200433, China
| | - Baohong Liu
- Department
of Chemistry, Institute of Biomedical Sciences and State Key Lab of
Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
- Shanghai
Stomatological Hospital, Fudan University, Shanghai 200433, China
| |
Collapse
|
22
|
Qiao L, Zhong X, Belghith E, Deng Y, Lin TE, Tobolkina E, Liu B, Girault HH. Electrostatic Spray Ionization from 384-Well Microtiter Plates for Mass Spectrometry Analysis-Based Enzyme Assay and Drug Metabolism Screening. Anal Chem 2017; 89:5983-5990. [PMID: 28452215 DOI: 10.1021/acs.analchem.7b00536] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
We have realized the direct ionization of samples from wells of microtiter plates under atmospheric conditions for mass spectrometry analysis without any liquid delivery system or any additional interface. The microtiter plate is a commercially available 384-well plate without any modification, working as a container and an emitter for electrostatic spray ionization of analytes. The approach provides high throughput for the large batches of reactions and both the qualitative and quantitative analysis of a single compound or mixture. The limits of detection in small drug molecules, peptides, and proteins are similar in comparison with standard direct infusion electrospray ionization. The analysis time per well is only seconds. These analytical merits benefit many microtiter plate-based studies, such as combinatorial chemistry and high throughput screening in enzyme assay or drug metabolism. Herein, we illustrate the application in enzyme assay using tyrosine oxidation catalyzed by tyrosinase in the presence or absence of inhibitors. The potential application in drug development is also demonstrated with cytochrome P450-catalyzed metabolic reactions of two drugs in microtiter plates followed with direct ESTASI-MS/MS-based characterization of the metabolism products.
Collapse
Affiliation(s)
- Liang Qiao
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland.,Chemistry Department, Fudan University , 200433 Shanghai, China
| | - Xiaoqin Zhong
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| | - Emna Belghith
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| | - Yan Deng
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland.,College of Chemistry and Molecular Engineering, Peking University , 100871 Beijing, China
| | - Tzu-En Lin
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| | - Elena Tobolkina
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| | - Baohong Liu
- Chemistry Department, Fudan University , 200433 Shanghai, China
| | - Hubert H Girault
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne (EPFL) , Rue de l'Industrie 17, CH-1951 Sion, Switzerland
| |
Collapse
|
23
|
Zhong R, Xie H, Kong F, Zhang Q, Jahan S, Xiao H, Fan L, Cao C. Enzyme catalysis-electrophoresis titration for multiplex enzymatic assay via moving reaction boundary chip. LAB ON A CHIP 2016; 16:3538-3547. [PMID: 27464600 DOI: 10.1039/c6lc00757k] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this work, we developed the concept of enzyme catalysis-electrophoresis titration (EC-ET) under ideal conditions, the theory of EC-ET for multiplex enzymatic assay (MEA), and a related method based on a moving reaction boundary (MRB) chip with a collateral channel and cell phone imaging. As a proof of principle, the model enzymes horseradish peroxidase (HRP), laccase and myeloperoxidase (MPO) were chosen for the tests of the EC-ET model. The experiments revealed that the EC-ET model could be achieved via coupling EC with ET within a MRB chip; particularly the MEA analyses of catalysis rate, maximum rate, activity, Km and Kcat could be conducted via a single run of the EC-ET chip, systemically demonstrating the validity of the EC-ET theory. Moreover, the developed method had these merits: (i) two orders of magnitude higher sensitivity than a fluorescence microplate reader, (ii) simplicity and low cost, and (iii) fairly rapid (30 min incubation, 20 s imaging) analysis, fair stability (<5.0% RSD) and accuracy, thus validating the EC-ET method. Finally, the developed EC-ET method was used for the clinical assay of MPO activity in blood samples; the values of MPO activity detected via the EC-ET chip were in agreement with those obtained by a traditional fluorescence microplate reader, indicating the applicability of the EC-ET method. The work opens a window for the development of enzymatic research, enzyme assay, immunoassay, and point-of-care testing as well as titration, one of the oldest methods of analysis, based on a simple chip.
Collapse
Affiliation(s)
- Ran Zhong
- Laboratory of Bioseparation and Analytical Biochemistry, State Key Laboratory of Microbial Metabolism, School of Life Science and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China. ,
| | | | | | | | | | | | | | | |
Collapse
|
24
|
|
25
|
Lee MY, Clark DS, Dordick JS. Human P450 Microarrays for In Vitro Toxicity Analysis: Toward Complete Automation of Human Toxicology Screening. ACTA ACUST UNITED AC 2016. [DOI: 10.1016/j.jala.2006.08.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
The development of a tool that can provide early-stage predictive toxicology data may accelerate the identification of safer drug candidates, and thereby improve the clinical progression of drug candidates to pharmaceuticals. Such a system would require an accurate and reliable technique that is amenable to the large number of drug candidates that must be screened in the lead discovery and optimization stages of drug development. A key component of predictive toxicology is the ability to harness the metabolite-generating capacity of human cytochromes P450, which are involved in first-pass drug metabolism function of the liver. We have miniaturized P450 catalysis into a microarray format consisting of up to 11,200 isolated P450 reactions, each in 5 nL sol-gel spots, on a single functionalized glass microscope-size biochip. This dramatic scale down from more conventional 96 and 384-well plate scales (at least a 1000-fold reduction in volume) did not adversely affect P450 catalytic activity. Based on the functionality of the P450-containing microarray, we developed the metabolizing enzyme toxicology assay Chip (MetaChip), which combines high-throughput P450 catalysis with cell-based screening on a microscale platform. Proof of concept was demonstrated using anticancer prodrugs cyclophosphamide and Tegafur, as well as the analgesic acetaminophen. The MetaChip may provide a high-throughput microscale alternative to currently used in vitro methods for human metabolism and toxicology screening.
Collapse
Affiliation(s)
- Moo-Yeal Lee
- Solidus Biosciences, Inc., Troy, NY
- Rensselaer Polytechnic Institute, Troy, NY
| | | | | |
Collapse
|
26
|
Liu X, Lei Z, Liu D, Wang Z. Development of a sandwiched microarray platform for studying the interactions of antibiotics with Staphylococcus aureus. Anal Chim Acta 2016; 917:93-100. [PMID: 27026605 DOI: 10.1016/j.aca.2016.02.038] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2015] [Revised: 02/25/2016] [Accepted: 02/27/2016] [Indexed: 11/18/2022]
Abstract
It still confronts an outstanding challenge to screen efficient antibacterial drugs from millions of potential antibiotic candidates. In this regard, a sandwiched microarray platform has been developed to culture live bacteria and carry out high-throughput screening antibacterial drugs. The optimized lectin-hydrogel microarray can be used as an efficient bacterial capturing and culturing platform, which is beneficial to identify spots and collect data. At the same time, a matching drug-laden polyacrylamide microarray with Luria-Bertani (LB) culture medium can be generated automatically and accurately by using a standard non-contacting procedure. A large number of microscale culture chambers (more than 100 individual samples) between two microarrays can be formed by linking two aligned hydrogel spots using LB culture medium, where live bacteria can be co-cultured with drug candidates. Using Staphylococcus aureus (S. aureus) and four well-known antibiotics (amoxicillin, vancomycin, streptomycin and chloramphenicol) as model system, the MIC (minimum inhibitory concentration) values of the antibiotics can be determined by the drug induced change of bacterial growth, and the results demonstrate that the MIC values of amoxicillin, vancomycin and streptomycin are 1.7 μg mL(-1), 3.3 μg mL(-1) and 10.3 μg mL(-1), respectively.
Collapse
Affiliation(s)
- Xia Liu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, 5625 Renmin Street, Changchun 130022, PR China
| | - Zhen Lei
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, 5625 Renmin Street, Changchun 130022, PR China; University of Chinese Academy of Sciences, Beijing 100039, PR China
| | - Dianjun Liu
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, 5625 Renmin Street, Changchun 130022, PR China
| | - Zhenxin Wang
- State Key Laboratory of Electroanalytical Chemistry, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, 5625 Renmin Street, Changchun 130022, PR China.
| |
Collapse
|
27
|
Eribol P, Uguz AK, Ulgen KO. Screening applications in drug discovery based on microfluidic technology. BIOMICROFLUIDICS 2016; 10:011502. [PMID: 26865904 PMCID: PMC4733079 DOI: 10.1063/1.4940886] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 01/14/2016] [Indexed: 05/03/2023]
Abstract
Microfluidics has been the focus of interest for the last two decades for all the advantages such as low chemical consumption, reduced analysis time, high throughput, better control of mass and heat transfer, downsizing a bench-top laboratory to a chip, i.e., lab-on-a-chip, and many others it has offered. Microfluidic technology quickly found applications in the pharmaceutical industry, which demands working with leading edge scientific and technological breakthroughs, as drug screening and commercialization are very long and expensive processes and require many tests due to unpredictable results. This review paper is on drug candidate screening methods with microfluidic technology and focuses specifically on fabrication techniques and materials for the microchip, types of flow such as continuous or discrete and their advantages, determination of kinetic parameters and their comparison with conventional systems, assessment of toxicities and cytotoxicities, concentration generations for high throughput, and the computational methods that were employed. An important conclusion of this review is that even though microfluidic technology has been in this field for around 20 years there is still room for research and development, as this cutting edge technology requires ingenuity to design and find solutions for each individual case. Recent extensions of these microsystems are microengineered organs-on-chips and organ arrays.
Collapse
Affiliation(s)
- P Eribol
- Department of Chemical Engineering, Boğaziçi University , 34342 Bebek, Istanbul, Turkey
| | - A K Uguz
- Department of Chemical Engineering, Boğaziçi University , 34342 Bebek, Istanbul, Turkey
| | - K O Ulgen
- Department of Chemical Engineering, Boğaziçi University , 34342 Bebek, Istanbul, Turkey
| |
Collapse
|
28
|
Wang Z, Calpe B, Zerdani J, Lee Y, Oh J, Bae H, Khademhosseini A, Kim K. High-throughput investigation of endothelial-to-mesenchymal transformation (EndMT) with combinatorial cellular microarrays. Biotechnol Bioeng 2015; 113:1403-12. [PMID: 26666585 DOI: 10.1002/bit.25905] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Revised: 12/03/2015] [Accepted: 12/07/2015] [Indexed: 01/09/2023]
Abstract
In the developing heart, a specific subset of endocardium undergoes an endothelial-to-mesenchymal transformation (EndMT) thus forming nascent valve leaflets. Extracellular matrix (ECM) proteins and growth factors (GFs) play important roles in regulating EndMT but the combinatorial effect of GFs with ECM proteins is less well understood. Here we use microscale engineering techniques to create single, binary, and tertiary component microenvironments to investigate the combinatorial effects of ECM proteins and GFs on the attachment and transformation of adult ovine mitral valve endothelial cells to a mesenchymal phenotype. With the combinatorial microenvironment microarrays, we utilized 60 different combinations of ECM proteins (Fibronectin, Collagen I, II, IV, Laminin) and GFs (TGF-β1, bFGF, VEGF) and were able to identify new microenvironmental conditions capable of modulating EndMT in MVECs. Experimental results indicated that TGF-β1 significantly upregulated the EndMT while either bFGF or VEGF downregulated EndMT process markedly. Also, ECM proteins could influence both the attachment of MVECs and the response of MVECs to GFs. In terms of attachment, fibronectin is significantly better for the adhesion of MVECs among the five tested proteins. Overall collagen IV and fibronectin appeared to play important roles in promoting EndMT process. Great consistency between macroscale and microarrayed experiments and present studies demonstrates that high-throughput cellular microarrays are a promising approach to study the regulation of EndMT in valvular endothelium. Biotechnol. Bioeng. 2016;113: 1403-1412. © 2015 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
- Zongjie Wang
- School of Engineering, University of British Columbia, Kelowna, BC, V1V1V7, Canada
| | - Blaise Calpe
- Institute of Molecular Health Sciences, ETH Zürich, Zürich, Switzerland.,Center for Biomedical Engineering, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts.,Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts
| | - Jalil Zerdani
- Center for Biomedical Engineering, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts.,Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts.,Institute of Bioengineering, École Polytechnique Fédérale de Lausanne, Lausanne, Switzerland
| | - Youngsang Lee
- Department of Mathematics and Statistics, University of British Columbia, Kelowna, BC, Canada
| | - Jonghyun Oh
- Center for Biomedical Engineering, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts.,Division of Mechanical Design Engineering, Chonbuk National University, Jeonjoo, Republic of Korea.,Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, 02139
| | - Hojae Bae
- Center for Biomedical Engineering, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts.,Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, 02139.,Department of Bioindustrial Technologies, College of Animal Bioscience and Technology, Konkuk University, Hwayang-dong, Kwangjin-gu, Seoul, Republic of Korea
| | - Ali Khademhosseini
- Center for Biomedical Engineering, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts. .,Wyss Institute for Biologically Inspired Engineering at Harvard University, Boston, Massachusetts. .,Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, 02139. .,Department of Physics, King Abdulaziz University, Jeddah 21569, Saudi Arabia.
| | - Keekyoung Kim
- School of Engineering, University of British Columbia, Kelowna, BC, V1V1V7, Canada. .,Center for Biomedical Engineering, Brigham and Women's Hospital, Harvard Medical School, Cambridge, Massachusetts. .,Harvard-MIT Division of Health Sciences and Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, 02139.
| |
Collapse
|
29
|
Li H, Munzar JD, Ng A, Juncker D. A versatile snap chip for high-density sub-nanoliter chip-to-chip reagent transfer. Sci Rep 2015; 5:11688. [PMID: 26148566 PMCID: PMC4493572 DOI: 10.1038/srep11688] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 05/05/2015] [Indexed: 01/15/2023] Open
Abstract
The coordinated delivery of minute amounts of different reagents is important for microfluidics and microarrays, but is dependent on advanced equipment such as microarrayers. Previously, we developed the snap chip for the direct transfer of reagents, thus realizing fluidic operations by only manipulating microscope slides. However, owing to the misalignment between arrays spotted on different slides, millimeter spacing was needed between spots and the array density was limited. In this work, we have developed a novel double transfer method and have transferred 625 spots cm(-2), corresponding to >10000 spots for a standard microscope slide. A user-friendly snapping system was manufactured to make liquid handling straightforward. Misalignment, which for direct transfer ranged from 150-250 μm, was reduced to <40 μm for double transfer. The snap chip was used to quantify 50 proteins in 16 samples simultaneously, yielding limits of detection in the pg/mL range for 35 proteins. The versatility of the snap chip is illustrated with a 4-plex homogenous enzyme inhibition assay analyzing 128 conditions with precise timing. The versatility and high density of the snap chip with double transfer allows for the development of high throughput reagent transfer protocols compatible with a variety of applications.
Collapse
Affiliation(s)
- Huiyan Li
- Biomedical Engineering Department, McGill University, Montréal, QC, H3A 0G1, Canada
- McGill University and Genome Quebec Innovation Centre, McGill University, Montréal, QC, H3A 0G1, Canada
| | - Jeffrey D. Munzar
- Biomedical Engineering Department, McGill University, Montréal, QC, H3A 0G1, Canada
- McGill University and Genome Quebec Innovation Centre, McGill University, Montréal, QC, H3A 0G1, Canada
| | - Andy Ng
- Biomedical Engineering Department, McGill University, Montréal, QC, H3A 0G1, Canada
- McGill University and Genome Quebec Innovation Centre, McGill University, Montréal, QC, H3A 0G1, Canada
| | - David Juncker
- Biomedical Engineering Department, McGill University, Montréal, QC, H3A 0G1, Canada
- McGill University and Genome Quebec Innovation Centre, McGill University, Montréal, QC, H3A 0G1, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, QC, H3A 0G1, Canada
| |
Collapse
|
30
|
Wegener J. Cell-Based Microarrays for In Vitro Toxicology. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2015; 8:335-358. [PMID: 26077916 DOI: 10.1146/annurev-anchem-071213-020051] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
DNA/RNA and protein microarrays have proven their outstanding bioanalytical performance throughout the past decades, given the unprecedented level of parallelization by which molecular recognition assays can be performed and analyzed. Cell microarrays (CMAs) make use of similar construction principles. They are applied to profile a given cell population with respect to the expression of specific molecular markers and also to measure functional cell responses to drugs and chemicals. This review focuses on the use of cell-based microarrays for assessing the cytotoxicity of drugs, toxins, or chemicals in general. It also summarizes CMA construction principles with respect to the cell types that are used for such microarrays, the readout parameters to assess toxicity, and the various formats that have been established and applied. The review ends with a critical comparison of CMAs and well-established microtiter plate (MTP) approaches.
Collapse
Affiliation(s)
- Joachim Wegener
- Institute for Analytical Chemistry, University of Regensburg, D-93053 Regensburg, Germany;
| |
Collapse
|
31
|
Lin C, Ballinger KR, Khetani SR. The application of engineered liver tissues for novel drug discovery. Expert Opin Drug Discov 2015; 10:519-40. [PMID: 25840592 DOI: 10.1517/17460441.2015.1032241] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
INTRODUCTION Drug-induced liver injury remains a major cause of drug attrition. Furthermore, novel drugs are being developed for treating liver diseases. However, differences between animals and humans in liver pathways necessitate the use of human-relevant liver models to complement live animal testing during preclinical drug development. Microfabrication tools and synthetic biomaterials now allow for the creation of tissue subunits that display more physiologically relevant and long-term liver functions than possible with declining monolayers. AREAS COVERED The authors discuss acellular enzyme platforms, two-dimensional micropatterned co-cultures, three-dimensional spheroidal cultures, microfluidic perfusion, liver slices and humanized rodent models. They also present the use of cell lines, primary liver cells and induced pluripotent stem cell-derived human hepatocyte-like cells in the creation of cell-based models and discuss in silico approaches that allow integration and modeling of the datasets from these models. Finally, the authors describe the application of liver models for the discovery of novel therapeutics for liver diseases. EXPERT OPINION Engineered liver models with varying levels of in vivo-like complexities provide investigators with the opportunity to develop assays with sufficient complexity and required throughput. Control over cell-cell interactions and co-culture with stromal cells in both two dimension and three dimension are critical for enabling stable liver models. The validation of liver models with diverse sets of compounds for different applications, coupled with an analysis of cost:benefit ratio, is important for model adoption for routine screening. Ultimately, engineered liver models could significantly reduce drug development costs and enable the development of more efficacious and safer therapeutics for liver diseases.
Collapse
Affiliation(s)
- Christine Lin
- Colorado State University, School of Biomedical Engineering , 200 W. Lake St, 1301 Campus Delivery, Fort Collins, CO 80523-1374 , USA
| | | | | |
Collapse
|
32
|
Khetani SR, Berger DR, Ballinger KR, Davidson MD, Lin C, Ware BR. Microengineered liver tissues for drug testing. ACTA ACUST UNITED AC 2015; 20:216-50. [PMID: 25617027 DOI: 10.1177/2211068214566939] [Citation(s) in RCA: 86] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2014] [Indexed: 01/09/2023]
Abstract
Drug-induced liver injury (DILI) is a leading cause of drug attrition. Significant and well-documented differences between animals and humans in liver pathways now necessitate the use of human-relevant in vitro liver models for testing new chemical entities during preclinical drug development. Consequently, several human liver models with various levels of in vivo-like complexity have been developed for assessment of drug metabolism, toxicity, and efficacy on liver diseases. Recent trends leverage engineering tools, such as those adapted from the semiconductor industry, to enable precise control over the microenvironment of liver cells and to allow for miniaturization into formats amenable for higher throughput drug screening. Integration of liver models into organs-on-a-chip devices, permitting crosstalk between tissue types, is actively being pursued to obtain a systems-level understanding of drug effects. Here, we review the major trends, challenges, and opportunities associated with development and implementation of engineered liver models created from primary cells, cell lines, and stem cell-derived hepatocyte-like cells. We also present key applications where such models are currently making an impact and highlight areas for improvement. In the future, engineered liver models will prove useful for selecting drugs that are efficacious, safer, and, in some cases, personalized for specific patient populations.
Collapse
Affiliation(s)
- Salman R Khetani
- Department of Mechanical Engineering, Colorado State University, Fort Collins, CO, USA School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Dustin R Berger
- School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Kimberly R Ballinger
- Department of Mechanical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Matthew D Davidson
- School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Christine Lin
- School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| | - Brenton R Ware
- School of Biomedical Engineering, Colorado State University, Fort Collins, CO, USA
| |
Collapse
|
33
|
Wasalathanthri DP, Li D, Song D, Zheng Z, Choudhary D, Jansson I, Lu X, Schenkman JB, Rusling JF. Elucidating Organ-Specific Metabolic Toxicity Chemistry from Electrochemiluminescent Enzyme/DNA Arrays and Bioreactor Bead-LC-MS/MS. Chem Sci 2015; 6:2457-2468. [PMID: 25798217 PMCID: PMC4364445 DOI: 10.1039/c4sc03401e] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Combining electrochemiluminescent array and bioreactor bead-LC-MS/MS featuring metabolic enzyme-DNA films provide an efficient, comprehensive approach to simultaneously elucidate metabolic DNA damage chemistries at different human organs for potential new drugs.
Human toxic responses are very often related to metabolism. Liver metabolism is traditionally studied, but other organs also convert chemicals and drugs to reactive metabolites leading to toxicity. When DNA damage is found, the effects are termed genotoxic. Here we describe a comprehensive new approach to evaluate chemical genotoxicity pathways from metabolites formed in situ by a broad spectrum of liver, lung, kidney and intestinal enzymes. DNA damage rates are measured with a microfluidic array featuring a 64-nanowell chip to facilitate fabrication of films of DNA, electrochemiluminescent (ECL) detection polymer [Ru(bpy)2(PVP)10]2+ {(PVP = poly(4-vinylpyridine))} and metabolic enzymes. First, multiple enzyme reactions are run on test compounds using the array, then ECL light related to the resulting DNA damage is measured. A companion method next facilitates reaction of target compounds with DNA/enzyme-coated magnetic beads in 96 well plates, after which DNA is hydrolyzed and nucleobase-metabolite adducts are detected by LC-MS/MS. The same organ enzymes are used as in the arrays. Outcomes revealed nucleobase adducts from DNA damage, enzymes responsible for reactive metabolites (e.g. cyt P450s), influence of bioconjugation, relative dynamics of enzymes suites from different organs, and pathways of possible genotoxic chemistry. Correlations between DNA damage rates from the cell-free array and organ-specific cell-based DNA damage were found. Results illustrate the power of the combined DNA/enzyme microarray/LC-MS/MS approach to efficiently explore a broad spectrum of organ-specific metabolic genotoxic pathways for drugs and environmental chemicals.
Collapse
Affiliation(s)
- Dhanuka P Wasalathanthri
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States National University of Ireland at Galway, Ireland
| | - Dandan Li
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States National University of Ireland at Galway, Ireland
| | - Donghui Song
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut 06269, United States
| | - Zhifang Zheng
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States National University of Ireland at Galway, Ireland
| | - Dharamainder Choudhary
- Department of Surgery, University of Connecticut Health Center, Farmington, Connecticut 06032, United States
| | - Ingela Jansson
- Department of Cell Biology, University of Connecticut Health Center, Farmington, Connecticut 06032, United States
| | - Xiuling Lu
- Department of Pharmaceutical Sciences, University of Connecticut, Storrs, Connecticut 06269, United States
| | - John B Schenkman
- Department of Cell Biology, University of Connecticut Health Center, Farmington, Connecticut 06032, United States
| | - James F Rusling
- Department of Chemistry, University of Connecticut, Storrs, Connecticut 06269, United States National University of Ireland at Galway, Ireland ; Department of Cell Biology, University of Connecticut Health Center, Farmington, Connecticut 06032, United States
| |
Collapse
|
34
|
Fang X, Zhang P, Qiao L, Feng X, Zhang X, Girault HH, Liu B. Efficient Drug Metabolism Strategy Based on Microsome–Mesoporous Organosilica Nanoreactors. Anal Chem 2014; 86:10870-6. [DOI: 10.1021/ac503024h] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Affiliation(s)
- Xiaoni Fang
- Department
of Chemistry, Institutes of Biomedical Sciences, and State Key Laboratory
of Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Peng Zhang
- Department
of Chemistry, Institutes of Biomedical Sciences, and State Key Laboratory
of Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Liang Qiao
- Laboratoire
d’Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland
| | - Xiaoyan Feng
- Department
of Chemistry, Institutes of Biomedical Sciences, and State Key Laboratory
of Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Xiangmin Zhang
- Department
of Chemistry, Institutes of Biomedical Sciences, and State Key Laboratory
of Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| | - Hubert H. Girault
- Laboratoire
d’Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne, CH-1015 Lausanne, Switzerland
| | - Baohong Liu
- Department
of Chemistry, Institutes of Biomedical Sciences, and State Key Laboratory
of Molecular Engineering of Polymers, Fudan University, Shanghai 200433, China
| |
Collapse
|
35
|
Gordonov T, Kim E, Cheng Y, Ben-Yoav H, Ghodssi R, Rubloff G, Yin JJ, Payne GF, Bentley WE. Electronic modulation of biochemical signal generation. NATURE NANOTECHNOLOGY 2014; 9:605-10. [PMID: 25064394 DOI: 10.1038/nnano.2014.151] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2013] [Accepted: 06/25/2014] [Indexed: 05/03/2023]
Abstract
Microelectronic devices that contain biological components are typically used to interrogate biology rather than control biological function. Patterned assemblies of proteins and cells have, however, been used for in vitro metabolic engineering, where coordinated biochemical pathways allow cell metabolism to be characterized and potentially controlled on a chip. Such devices form part of technologies that attempt to recreate animal and human physiological functions on a chip and could be used to revolutionize drug development. These ambitious goals will, however, require new biofabrication methodologies that help connect microelectronics and biological systems and yield new approaches to device assembly and communication. Here, we report the electrically mediated assembly, interrogation and control of a multi-domain fusion protein that produces a bacterial signalling molecule. The biological system can be electrically tuned using a natural redox molecule, and its biochemical response is shown to provide the signalling cues to drive bacterial population behaviour. We show that the biochemical output of the system correlates with the electrical input charge, which suggests that electrical inputs could be used to control complex on-chip biological processes.
Collapse
Affiliation(s)
- Tanya Gordonov
- 1] Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, USA [2] Institute for Bioscience &Biotechnology Research, University of Maryland, College Park, Maryland 20742, USA
| | - Eunkyoung Kim
- Institute for Bioscience &Biotechnology Research, University of Maryland, College Park, Maryland 20742, USA
| | - Yi Cheng
- 1] Institute for Systems Research, University of Maryland, College Park, Maryland 20742, USA [2] Department of Materials Science and Engineering, University of Maryland, College Park, Maryland 20742, USA
| | - Hadar Ben-Yoav
- 1] Institute for Systems Research, University of Maryland, College Park, Maryland 20742, USA [2] Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland 20742, USA
| | - Reza Ghodssi
- 1] Institute for Systems Research, University of Maryland, College Park, Maryland 20742, USA [2] Department of Electrical and Computer Engineering, University of Maryland, College Park, Maryland 20742, USA
| | - Gary Rubloff
- 1] Institute for Systems Research, University of Maryland, College Park, Maryland 20742, USA [2] Department of Materials Science and Engineering, University of Maryland, College Park, Maryland 20742, USA
| | - Jun-Jie Yin
- Division of Analytical Chemistry, Office of Regulatory Science, Center for Food Safety and Applied Nutrition, US Food and Drug Administration, College Park, Maryland 20740, USA
| | - Gregory F Payne
- 1] Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, USA [2] Institute for Bioscience &Biotechnology Research, University of Maryland, College Park, Maryland 20742, USA
| | - William E Bentley
- 1] Fischell Department of Bioengineering, University of Maryland, College Park, Maryland 20742, USA [2] Institute for Bioscience &Biotechnology Research, University of Maryland, College Park, Maryland 20742, USA
| |
Collapse
|
36
|
Mahto SK, Charwat V, Ertl P, Rothen-Rutishauser B, Rhee SW, Sznitman J. Microfluidic platforms for advanced risk assessments of nanomaterials. Nanotoxicology 2014; 9:381-95. [DOI: 10.3109/17435390.2014.940402] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Affiliation(s)
- Sanjeev Kumar Mahto
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel,
| | - Verena Charwat
- BioSensor Technologies, Austrian Institute of Technology (AIT), Vienna, Austria,
- Department of Biotechnology, University of Natural Resources and Life Sciences, Muthgasse, Vienna, Austria,
| | - Peter Ertl
- BioSensor Technologies, Austrian Institute of Technology (AIT), Vienna, Austria,
| | | | - Seog Woo Rhee
- Department of Chemistry, College of Natural Sciences, Kongju National University, Kongju, South Korea
| | - Josué Sznitman
- Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa, Israel,
| |
Collapse
|
37
|
Forsberg EM, Sicard C, Brennan JD. Solid-phase biological assays for drug discovery. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2014; 7:337-359. [PMID: 25000820 DOI: 10.1146/annurev-anchem-071213-020241] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
In the past 30 years, there has been a significant growth in the use of solid-phase assays in the area of drug discovery, with a range of new assays being used for both soluble and membrane-bound targets. In this review, we provide some basic background to typical drug targets and immobilization protocols used in solid-phase biological assays (SPBAs) for drug discovery, with emphasis on particularly labile biomolecular targets such as kinases and membrane-bound receptors, and highlight some of the more recent approaches for producing protein microarrays, bioaffinity columns, and other devices that are central to small molecule screening by SPBA. We then discuss key applications of such assays to identify drug leads, with an emphasis on the screening of mixtures. We conclude by highlighting specific advantages and potential disadvantages of SPBAs, particularly as they relate to particular assay formats.
Collapse
Affiliation(s)
- Erica M Forsberg
- Biointerfaces Institute, McMaster University, Hamilton, Ontario L8S 4L8, Canada;
| | | | | |
Collapse
|
38
|
Wu Q, Gao D, Wei J, Jin F, Xie W, Jiang Y, Liu H. Development of a novel multi-layer microfluidic device towards characterization of drug metabolism and cytotoxicity for drug screening. Chem Commun (Camb) 2014; 50:2762-4. [DOI: 10.1039/c3cc49771b] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A multi-layer microfluidic device was developed for characterization of drug metabolism and cytotoxicity assays on a single device that overcomes many limitations of existing methods. And it also shows potential for high-throughput drug screening.
Collapse
Affiliation(s)
- Qin Wu
- Department of Chemistry
- Tsinghua University
- Beijing, China
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
| | - Dan Gao
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
- Tsinghua University
- Shenzhen, China
- Key Laboratory of Metabolomics at Shenzhen
| | - Juntong Wei
- Department of Chemistry
- Tsinghua University
- Beijing, China
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
| | - Feng Jin
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
- Tsinghua University
- Shenzhen, China
| | - Weiyi Xie
- Department of Chemistry
- Tsinghua University
- Beijing, China
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
| | - Yuyang Jiang
- Department of Chemistry
- Tsinghua University
- Beijing, China
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
| | - Hongxia Liu
- State Key Laboratory Breeding Base-Shenzhen Key Laboratory of Chemical Biology
- Graduate School at Shenzhen
- Tsinghua University
- Shenzhen, China
- Key Laboratory of Metabolomics at Shenzhen
| |
Collapse
|
39
|
Encapsulation of liver microsomes into a thermosensitive hydrogel for characterization of drug metabolism and toxicity. Biomaterials 2013; 34:9770-8. [DOI: 10.1016/j.biomaterials.2013.09.025] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2013] [Accepted: 09/06/2013] [Indexed: 12/16/2022]
|
40
|
Ge X, Eleftheriou NM, Dahoumane SA, Brennan JD. Sol–Gel-Derived Materials for Production of Pin-Printed Reporter Gene Living-Cell Microarrays. Anal Chem 2013; 85:12108-17. [DOI: 10.1021/ac403220g] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Xin Ge
- Biointerfaces
Institute and Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON, Canada L8S 4L8
- Department
of Chemical and Environmental Engineering, University of California, Riverside, CA 92521
| | - Nikolas M. Eleftheriou
- Biointerfaces
Institute and Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON, Canada L8S 4L8
- Department
of Laboratory Medicine, Lund University, Lund, Sweden
| | - Si Amar Dahoumane
- Biointerfaces
Institute and Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON, Canada L8S 4L8
| | - John D. Brennan
- Biointerfaces
Institute and Department of Chemistry and Chemical Biology, McMaster University, Hamilton, ON, Canada L8S 4L8
| |
Collapse
|
41
|
Zheng XT, Yu L, Li P, Dong H, Wang Y, Liu Y, Li CM. On-chip investigation of cell-drug interactions. Adv Drug Deliv Rev 2013; 65:1556-74. [PMID: 23428898 DOI: 10.1016/j.addr.2013.02.001] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2012] [Revised: 01/23/2013] [Accepted: 02/06/2013] [Indexed: 12/17/2022]
Abstract
Investigation of cell-drug interaction is of great importance in drug discovery but continues to pose significant challenges to develop robust, fast and high-throughput methods for pharmacologically profiling of potential drugs. Recently, cell chips have emerged as a promising technology for drug discovery/delivery, and their miniaturization and flow-through operation significantly reduce sample consumption while dramatically improving the throughput, reliability, resolution and sensitivity. Herein we review various types of miniaturized cell chips used in investigation of cell-drug interactions. The design and fabrication of cell chips including material selection, surface modification, cell trapping/patterning, concentration gradient generation and mimicking of in vivo environment are presented. Recent advances of on-chip investigations of cell-drug interactions, in particular the high-throughput screening, cell sorting, cytotoxicity testing, drug resistance analysis and pharmacological profiling are examined and discussed. It is expected that this survey can provide thoughtful basics and important applications of on-chip investigations of cell-drug interactions, thus greatly promoting research and development interests in this area.
Collapse
|
42
|
Application of the DataChip/MetaChip technology for the evaluation of ajoene toxicity in vitro. Arch Toxicol 2013; 88:283-90. [PMID: 23892724 DOI: 10.1007/s00204-013-1102-9] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2013] [Accepted: 07/11/2013] [Indexed: 02/02/2023]
Abstract
The DataChip is a universal platform for three-dimensional (3D) cell cultures on a micropillar chip, which can be applicable to a variety of human cells to simulate organ-specific toxicity. In addition, the MetaChip is developed for various combinations of drug metabolizing enzymes that can be spotted into the microwell chip and incubated with 3D human cells to simulate systematic compound metabolism in the human liver on a microscale format. Ajoenes have been known for various therapeutics activities, including anticancer effects, but there was limited information available in regard to their metabolism and cytotoxicity. In the present work, the metabolism-mediated toxicity of ajoenes was evaluated on a DataChip/MetaChip platform. In detail, we tested cytotoxicity of E- and Z-ajoene on 3D cultured Hep3B human hepatoma cells coupled with mixtures of drug metabolizing enzymes. Metabolic profiles of ajoenes were assessed with 23 representative drug metabolizing enzymes on the MetaChip. As a result, cytotoxicity of E-ajoene was significantly augmented in the presence of cytochrome P450 (CYP) isoforms, such as CYP2E1 and CYP3A5. Both E- and Z-ajoene were drastically detoxified in the presence of Phase II enzymes, including major UGTs, SULTs, NATs, and GSTs. Interestingly, All Mix, an artificial human liver microsome containing representative P450 mixture and phase II enzyme mixture, attenuated P450-induced cytotoxicity of ajoenes. Conclusively, we were able to confirm the metabolism-medicated toxicity of ajoenes on the chip.
Collapse
|
43
|
Tasoglu S, Gurkan UA, Wang S, Demirci U. Manipulating biological agents and cells in micro-scale volumes for applications in medicine. Chem Soc Rev 2013; 42:5788-808. [PMID: 23575660 PMCID: PMC3865707 DOI: 10.1039/c3cs60042d] [Citation(s) in RCA: 86] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Recent technological advances provide new tools to manipulate cells and biological agents in micro/nano-liter volumes. With precise control over small volumes, the cell microenvironment and other biological agents can be bioengineered; interactions between cells and external stimuli can be monitored; and the fundamental mechanisms such as cancer metastasis and stem cell differentiation can be elucidated. Technological advances based on the principles of electrical, magnetic, chemical, optical, acoustic, and mechanical forces lead to novel applications in point-of-care diagnostics, regenerative medicine, in vitro drug testing, cryopreservation, and cell isolation/purification. In this review, we first focus on the underlying mechanisms of emerging examples for cell manipulation in small volumes targeting applications such as tissue engineering. Then, we illustrate how these mechanisms impact the aforementioned biomedical applications, discuss the associated challenges, and provide perspectives for further development.
Collapse
Affiliation(s)
- Savas Tasoglu
- Bio-Acoustic-MEMS in Medicine (BAMM) Laboratory, Division of Biomedical Engineering and Division of Infectious Diseases, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Umut Atakan Gurkan
- Bio-Acoustic-MEMS in Medicine (BAMM) Laboratory, Division of Biomedical Engineering and Division of Infectious Diseases, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - ShuQi Wang
- Bio-Acoustic-MEMS in Medicine (BAMM) Laboratory, Division of Biomedical Engineering and Division of Infectious Diseases, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
| | - Utkan Demirci
- Bio-Acoustic-MEMS in Medicine (BAMM) Laboratory, Division of Biomedical Engineering and Division of Infectious Diseases, Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, USA
- Harvard-MIT Health Sciences and Technology, Cambridge, MA, USA
| |
Collapse
|
44
|
Ankam S, Teo BKK, Kukumberg M, Yim EKF. High throughput screening to investigate the interaction of stem cells with their extracellular microenvironment. Organogenesis 2013; 9:128-42. [PMID: 23899508 PMCID: PMC3896583 DOI: 10.4161/org.25425] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Revised: 05/19/2013] [Accepted: 06/15/2013] [Indexed: 02/06/2023] Open
Abstract
Stem cells in vivo are housed within a functional microenvironment termed the "stem cell niche." As the niche components can modulate stem cell behaviors like proliferation, migration and differentiation, evaluating these components would be important to determine the most optimal platform for their maintenance or differentiation. In this review, we have discussed methods and technologies that have aided in the development of high throughput screening assays for stem cell research, including enabling technologies such as the well-established multiwell/microwell plates and robotic spotting, and emerging technologies like microfluidics, micro-contact printing and lithography. We also discuss the studies that utilized high throughput screening platform to investigate stem cell response to extracellular matrix, topography, biomaterials and stiffness gradients in the stem cell niche. The combination of the aforementioned techniques could lay the foundation for new perspectives in further development of high throughput technology and stem cell research.
Collapse
Affiliation(s)
- Soneela Ankam
- Department of Bioengineering; National University of Singapore; Singapore
- Duke-NUS Graduate Medical School; Singapore
| | - Benjamin KK Teo
- Department of Bioengineering; National University of Singapore; Singapore
- Mechanobiology Institute Singapore; National University of Singapore; Singapore
| | - Marek Kukumberg
- Mechanobiology Institute Singapore; National University of Singapore; Singapore
| | - Evelyn KF Yim
- Department of Bioengineering; National University of Singapore; Singapore
- Mechanobiology Institute Singapore; National University of Singapore; Singapore
- Department of Surgery; National University of Singapore; Singapore
| |
Collapse
|
45
|
|
46
|
Gao D, Li H, Wang N, Lin JM. Evaluation of the Absorption of Methotrexate on Cells and Its Cytotoxicity Assay by Using an Integrated Microfluidic Device Coupled to a Mass Spectrometer. Anal Chem 2012; 84:9230-7. [DOI: 10.1021/ac301966c] [Citation(s) in RCA: 57] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Dan Gao
- Beijing Key Laboratory
of Microanalytical Method and
Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Haifang Li
- Beijing Key Laboratory
of Microanalytical Method and
Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Niejun Wang
- Beijing Key Laboratory
of Microanalytical Method and
Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| | - Jin-Ming Lin
- Beijing Key Laboratory
of Microanalytical Method and
Instrumentation, Department of Chemistry, Tsinghua University, Beijing 100084, China
| |
Collapse
|
47
|
Papp K, Szittner Z, Prechl J. Life on a microarray: assessing live cell functions in a microarray format. Cell Mol Life Sci 2012; 69:2717-25. [PMID: 22391673 PMCID: PMC11115177 DOI: 10.1007/s00018-012-0947-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2011] [Revised: 02/14/2012] [Accepted: 02/16/2012] [Indexed: 01/07/2023]
Abstract
Microarray technology outgrew the detection of simple intermolecular interactions, as incubation of slides with living cells opened new vistas. Cell-based array technology permits simultaneous detection of several different cell surface molecules, allowing the complex characterization of cells with an amount of information that is hardly assessed by any other technique. Furthermore, binding of cells to printed antibodies or ligands may induce their activation, and consequently the outcome of these interactions, such as phosphorylation, gene expression, secretion of various products; differentiation, proliferation and apoptosis of the cells are also measurable on arrays. Moreover, since cells can be transfected with printed vectors, over- or under-expression of selected genes is also achievable simultaneously, creating a nice tool for assessing the function of a given gene. The enormously high-throughput cell-based microarray technology enables testing the effect of external stimuli on a scale that was earlier unthinkable. This review summarizes the possible applications of cell-based arrays.
Collapse
Affiliation(s)
- Krisztián Papp
- Immunology Research Group, Hungarian Academy of Sciences, MTA-ELTE, Pázmány P.s. 1/C, Budapest 1117, Hungary.
| | | | | |
Collapse
|
48
|
Chang G, Mori Y, Mori S, Irie T, Nagai H, Goto T, Tatsu Y, Imaishi H, Morigaki K. Microarray of Human P450 with an Integrated Oxygen Sensing Film for High-Throughput Detection of Metabolic Activities. Anal Chem 2012; 84:5292-7. [DOI: 10.1021/ac300355w] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Gang Chang
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
- Ministry-of-Education Key Laboratory
for the Green Preparation and Application of Functional Materials,
Faculty of Materials Sciences and Engineering, Hubei University, No.11 Xueyuan Road, Wuchang, Wuhan 430062,
China
| | - Yoshinao Mori
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
- Graduate School of Agricultural
Science, Kobe University, Rokkodaicho 1-1,
Nada, Kobe 657-8501 Japan
| | - Saori Mori
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
| | - Takashi Irie
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
| | - Hidenori Nagai
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
| | - Tatsushi Goto
- Research Center for Environmental
Genomics, Kobe University, Rokkodaicho
1-1, Nada, Kobe 657-8501 Japan
| | - Yoshiro Tatsu
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
| | - Hiromasa Imaishi
- Graduate School of Agricultural
Science, Kobe University, Rokkodaicho 1-1,
Nada, Kobe 657-8501 Japan
- Research Center for Environmental
Genomics, Kobe University, Rokkodaicho
1-1, Nada, Kobe 657-8501 Japan
| | - Kenichi Morigaki
- National Institute of Advanced Industrial, Science and Technology (AIST), Midorigaoka, Ikeda 563-8577, Japan
- Graduate School of Agricultural
Science, Kobe University, Rokkodaicho 1-1,
Nada, Kobe 657-8501 Japan
- Research Center for Environmental
Genomics, Kobe University, Rokkodaicho
1-1, Nada, Kobe 657-8501 Japan
| |
Collapse
|
49
|
Li H, Bergeron S, Juncker D. Microarray-to-microarray transfer of reagents by snapping of two chips for cross-reactivity-free multiplex immunoassays. Anal Chem 2012; 84:4776-83. [PMID: 22536939 DOI: 10.1021/ac3003177] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Whereas microarray and microfluidic technologies have progressed on many fronts, servicing microchips with minute amounts of reagents still constitutes an important challenge for many applications. Recently, chip-to-chip reagent transfer methods were introduced that simplify the delivery of reagents but required manual, visual alignment, custom-built microwells, and only showed the reaction of a single sample with multiple chemicals. Here, we present the snap chip, which uses common glass slides for transfer, back-side alignment for achieving precise alignment in spite of mirroring, and a snap-apparatus for facile transfer of arrays of chemicals at once by snapping the two slides together. We recently established that cross-reactivity was a significant problem in multiplex assays both theoretically and experimentally and found that it can be eliminated by avoiding mixing, but which necessitates delivering each detection antibody to a single spot with the cognate capture antibody. Using the snap chip, multiplexed sandwich immunoassays without mixing were performed: a slide with multiple arrays of 10 different capture antibodies was incubated with a sample, and then all detection antibodies transferred at once by snapping, each to the single cognate spot. All binding curves were established and limits of detection in the pg/mL range were obtained. Snap chips were stored up to 3 months prior to usage. The snap chip, by dissociating microarray production, which requires expensive equipment, from assay execution, which can be achieved using a hand-held alignment apparatus, will allow for multiplex reactions to be performed using a user-friendly kit. This new liquid handling format can be easily adapted to other applications that require transfer of minute amounts of different reagents in parallel.
Collapse
Affiliation(s)
- Huiyan Li
- Biomedical Engineering Department, McGill University and Genome Quebec Innovation Centre, McGill University, Montréal, QC, H3A 1A4, Canada
| | | | | |
Collapse
|
50
|
Evenou F, Di Meglio JM, Ladoux B, Hersen P. Micro-patterned porous substrates for cell-based assays. LAB ON A CHIP 2012; 12:1717-22. [PMID: 22434338 DOI: 10.1039/c2lc20696j] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
In the search for new therapeutic chemicals, lab-on-a-chip systems have recently emerged as innovative and efficient tools for cell-based assays and high throughput screening. Here, we describe a novel, versatile and simple device for cell-based assays at the bench-top. We created spatial variations of porosity on the surface of a membrane filter by microcontact printing with a biocompatible polymer (PDMS). We called such systems Micro-Printed Membranes (μPM). Active compounds dispensed on the porous areas, where the membrane pores are not clogged by the polymer, can cross the membrane and reach cells growing on the opposite side. Only cells immediately below those porous areas could be stimulated by chemicals. We performed proof-of-principle experiments using Hoechst nuclear staining, calcein-AM cell viability assay and destabilization of the cytoskeleton organisation by cytochalasin B. Resulting fluorescent staining properly matched the drops positioning and no cross-contaminations were observed between adjacent tests. This well-less cell-based screening system is highly flexible by design and it enables multiple compounds to be tested on the same cell tissue. Only low sample volumes in the microlitre range are required. Moreover, chemicals can be delivered sequentially and removed at any time while cells can be monitored in real time. This allows the design of complex, sequential and combinatorial drug assays. μPMs appear as ideal systems for cell-based assays. We anticipate that this lab-on-chip device will be adapted for both manual and automated high content screening experiments.
Collapse
Affiliation(s)
- Fanny Evenou
- Matière et Systèmes Complexes, UMR 7057 CNRS & Université Paris Diderot, 75013 Paris, France
| | | | | | | |
Collapse
|