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Ghasemi M, Turnbull T, Sebastian S, Kempson I. The MTT Assay: Utility, Limitations, Pitfalls, and Interpretation in Bulk and Single-Cell Analysis. Int J Mol Sci 2021; 22:12827. [PMID: 34884632 PMCID: PMC8657538 DOI: 10.3390/ijms222312827] [Citation(s) in RCA: 280] [Impact Index Per Article: 93.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 11/17/2021] [Accepted: 11/22/2021] [Indexed: 11/21/2022] Open
Abstract
The MTT assay for cellular metabolic activity is almost ubiquitous to studies of cell toxicity; however, it is commonly applied and interpreted erroneously. We investigated the applicability and limitations of the MTT assay in representing treatment toxicity, cell viability, and metabolic activity. We evaluated the effect of potential confounding variables on the MTT assay measurements on a prostate cancer cell line (PC-3) including cell seeding number, MTT concentration, MTT incubation time, serum starvation, cell culture media composition, released intracellular contents (cell lysate and secretome), and extrusion of formazan to the extracellular space. We also assessed the confounding effect of polyethylene glycol (PEG)-coated gold nanoparticles (Au-NPs) as a tested treatment in PC-3 cells on the assay measurements. We additionally evaluated the applicability of microscopic image cytometry as a tool for measuring intracellular MTT reduction at the single-cell level. Our findings show that the assay measurements are a result of a complicated process dependant on many of the above-mentioned factors, and therefore, optimization of the assay and rational interpretation of the data is necessary to prevent misleading conclusions on variables such as cell viability, treatment toxicity, and/or cell metabolism. We conclude, with recommendations on how to apply the assay and a perspective on where the utility of the assay is a powerful tool, but likewise where it has limitations.
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Affiliation(s)
| | | | | | - Ivan Kempson
- Future Industries Institute, University of South Australia, Adelaide, SA 5095, Australia; (M.G.); (T.T.); (S.S.)
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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.
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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
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Wu TF, Yen TM, Han Y, Chiu YJ, Lin EYS, Lo YH. A light-sheet microscope compatible with mobile devices for label-free intracellular imaging and biosensing. LAB ON A CHIP 2014; 14:3341-8. [PMID: 24989638 DOI: 10.1039/c4lc00257a] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
The inner structure, especially the nuclear structure, of cells carries valuable information about disease and health conditions of a person. Here we demonstrate a label-free technique to enable direct observations and measurements of the size, shape and morphology of the cell nucleus. With a microfabricated lens and a commercial CMOS imager, we form a scanning light-sheet microscope to produce a dark-field optical scattering image of the cell nucleus that overlays with the bright-field image produced in a separate regime of the same CMOS sensor. We have used the device to detect nuclear features that characterize the life cycle of cells and have used the nucleus volume as a new parameter for cell classification. The device can be developed into a portable, low-cost, point-of-care device leveraging the capabilities of the CMOS imagers to be pervasive in mobile electronics.
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Affiliation(s)
- Tsung-Feng Wu
- Materials Science Program, University of California at San Diego, La Jolla, California 92093-0418, USA.
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Lee SH, Park J, Kwon D, Yoon TH. An Image Cytometric MTT Assay as an Alternative Assessment Method of Nanoparticle Cytotoxicity. B KOREAN CHEM SOC 2014. [DOI: 10.5012/bkcs.2014.35.7.1933] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Choi SY, Yang N, Jeon SK, Yoon TH. Semi-quantitative estimation of cellular SiO2nanoparticles using flow cytometry combined with X-ray fluorescence measurements. Cytometry A 2014; 85:771-80. [DOI: 10.1002/cyto.a.22481] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2013] [Revised: 12/16/2013] [Accepted: 04/24/2014] [Indexed: 01/08/2023]
Affiliation(s)
- Seo Yeon Choi
- Department of Chemistry; College of Natural Sciences, Research Institute for Natural Sciences, Hanyang University; Seoul 133-791 Republic of Korea
| | - Nuri Yang
- Department of Chemistry; College of Natural Sciences, Research Institute for Natural Sciences, Hanyang University; Seoul 133-791 Republic of Korea
| | - Soo Kyung Jeon
- Department of Chemistry; College of Natural Sciences, Research Institute for Natural Sciences, Hanyang University; Seoul 133-791 Republic of Korea
- Mineral Research Team, Technology Research Institute, Korea Resources Corporation; Seoul 156-706 Republic of Korea
| | - Tae Hyun Yoon
- Department of Chemistry; College of Natural Sciences, Research Institute for Natural Sciences, Hanyang University; Seoul 133-791 Republic of Korea
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Choe H, Nho HW, Park J, Kim JB, Yoon TH. Real-time Monitoring of Colloidal Nanoparticles using Light Sheet Dark-field Microscopy Combined with Microfluidic Concentration Gradient Generator (μFCGG-LSDFM). B KOREAN CHEM SOC 2014. [DOI: 10.5012/bkcs.2014.35.2.365] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Nourmohammadzadeh M, Lo JF, Bochenek M, Mendoza-Elias JE, Wang Q, Li Z, Zeng L, Qi M, Eddington DT, Oberholzer J, Wang Y. Microfluidic array with integrated oxygenation control for real-time live-cell imaging: effect of hypoxia on physiology of microencapsulated pancreatic islets. Anal Chem 2013; 85:11240-9. [PMID: 24083835 DOI: 10.1021/ac401297v] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
In this article, we present a novel microfluidic islet array based on a hydrodynamic trapping principle. The lab-on-a-chip studies with live-cell multiparametric imaging allow understanding of physiological and pathophysiological changes of microencapsulated islets under hypoxic conditions. Using this microfluidic array and imaging analysis techniques, we demonstrate that hypoxia impairs the function of microencapsulated islets at the single islet level, showing a heterogeneous pattern reflected in intracellular calcium signaling, mitochondrial energetic, and redox activity. Our approach demonstrates an improvement over conventional hypoxia chambers that is able to rapidly equilibrate to true hypoxia levels through the integration of dynamic oxygenation. This work demonstrates the feasibility of array-based cellular analysis and opens up new modality to conduct informative analysis and cell-based screening for microencapsulated pancreatic islets.
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Affiliation(s)
- Mohammad Nourmohammadzadeh
- Department of Surgery/Transplant, University of Illinois at Chicago , 840 South Wood Street, Room 502, Chicago, Illinois 60612
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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.
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Tárnok A. Improvements in high-throughput, high-content analysis of single cells. Cytometry A 2013; 83:331-2. [DOI: 10.1002/cyto.a.22285] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2013] [Accepted: 02/27/2013] [Indexed: 11/07/2022]
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Yoo HJ, Park J, Yoon TH. High throughput cell cycle analysis using microfluidic image cytometry (μFIC). Cytometry A 2013; 83:356-62. [DOI: 10.1002/cyto.a.22261] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2012] [Revised: 01/11/2013] [Accepted: 01/13/2013] [Indexed: 01/06/2023]
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Kovarik ML, Ornoff DM, Melvin AT, Dobes NC, Wang Y, Dickinson AJ, Gach PC, Shah PK, Allbritton NL. Micro total analysis systems: fundamental advances and applications in the laboratory, clinic, and field. Anal Chem 2013; 85:451-72. [PMID: 23140554 PMCID: PMC3546124 DOI: 10.1021/ac3031543] [Citation(s) in RCA: 170] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Michelle L. Kovarik
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Douglas M. Ornoff
- Department of Pharmacology, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Adam T. Melvin
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Nicholas C. Dobes
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Yuli Wang
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Alexandra J. Dickinson
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Philip C. Gach
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
| | - Pavak K. Shah
- Department of Biomedical Engineering, University of North Carolina, Chapel Hill, NC 27599 and North Carolina State University, Raleigh, NC 27695
| | - Nancy L. Allbritton
- Department of Chemistry, University of North Carolina, Chapel Hill, North Carolina 27599
- Department of Pharmacology, University of North Carolina, Chapel Hill, North Carolina 27599
- Department of Biomedical Engineering, University of North Carolina, Chapel Hill, NC 27599 and North Carolina State University, Raleigh, NC 27695
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Park J, Yoon TH. Microfluidic Image Cytometry (μFIC) Assessments of Silver Nanoparticle Cytotoxicity. B KOREAN CHEM SOC 2012. [DOI: 10.5012/bkcs.2012.33.12.4023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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