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Kim HC, Heo JY, Lee TK, Cho SG, Kwon YJ. Optimization of Cell-Based cDNA Microarray Conditions for Gene Functional Studies in HEK293 Cells. SLAS DISCOVERY 2017; 22:1053-1059. [PMID: 28324659 DOI: 10.1177/2472555217699823] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Since the cell-based cDNA microarray (CBCM) technique has been a useful tool for gain-of-function studies, many investigators have used CBCMs to identify interesting genes. However, this method requires better-established conditions to ensure high reverse transfection efficiency without cross-contamination. Therefore, we optimized CBCM techniques through various means. We determined that Lipofectamine 2000 was the most appropriate transfection reagent by evaluating eight commercialized reagents, and we determined that the most effective concentrations for printing solution constituents were 0.2 M sucrose (to yield a final concentration of 32 mM) and 0.2% gelatin (to yield a final concentration 0.075%). After examining various combinations, we also determined that the best concentrations of cDNA and transfection reagent for optimal reverse transfection efficiency were 1.5 µg/5 µL of cDNA and 5.5 µL of Lipofectamine 2000. Finally, via a time course, we determined that 72 h was the most effective reaction duration for reverse transfection, and we confirmed the stability of cDNA spot activity of CBCMs for various storage periods. In summary, the CBCM conditions that we have identified can provide more effective outcomes for cDNA reverse transfection on microarrays.
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Affiliation(s)
- Hi Chul Kim
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea.,2 Department of Animal Biotechnology and Incurable Disease Animal Model & Stem Cell Institute (IDASI), Konkuk University, Seoul, Republic of Korea
| | - Jin Yeong Heo
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea
| | - Tae-Kyu Lee
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea
| | - Ssang-Goo Cho
- 2 Department of Animal Biotechnology and Incurable Disease Animal Model & Stem Cell Institute (IDASI), Konkuk University, Seoul, Republic of Korea
| | - Yong-Jun Kwon
- 1 Institut Pasteur Korea, Gyeonggi-do, Republic of Korea.,3 Ksilink, Strasbourg, France
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2
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Mirsafian H, Ripen AM, Manaharan T, Mohamad SB, Merican AF. Toward a Reference Gene Catalog of Human Primary Monocytes. ACTA ACUST UNITED AC 2016; 20:627-634. [DOI: 10.1089/omi.2016.0124] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Hoda Mirsafian
- Faculty of Science, Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia
| | - Adiratna Mat Ripen
- Allergy and Immunology Research Centre, Institute for Medical Research, Jalan Pahang, Kuala Lumpur, Malaysia
| | - Thamilvaani Manaharan
- Centre of Research for Computational Sciences and Informatics in Biology, Bioindustry, Environment, Agriculture and Healthcare (CRYSTAL), University of Malaya, Kuala Lumpur, Malaysia
| | - Saharuddin Bin Mohamad
- Faculty of Science, Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia
- Centre of Research for Computational Sciences and Informatics in Biology, Bioindustry, Environment, Agriculture and Healthcare (CRYSTAL), University of Malaya, Kuala Lumpur, Malaysia
| | - Amir Feisal Merican
- Faculty of Science, Institute of Biological Sciences, University of Malaya, Kuala Lumpur, Malaysia
- Centre of Research for Computational Sciences and Informatics in Biology, Bioindustry, Environment, Agriculture and Healthcare (CRYSTAL), University of Malaya, Kuala Lumpur, Malaysia
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Coupling of olfactory receptor and ion channel for rapid and sensitive visualization of odorant response. Acta Biomater 2015; 22:1-7. [PMID: 25931017 DOI: 10.1016/j.actbio.2015.04.034] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2014] [Revised: 03/31/2015] [Accepted: 04/22/2015] [Indexed: 11/23/2022]
Abstract
In the human smell sensing system, there are about 390 kinds of olfactory receptors (ORs) which bind to various odorants with different affinities and specificities. Characterization and odorant binding pattern analysis of the ORs are essential for understanding of human olfaction and to mimic the olfactory system in various applications. Although various cell-based odorant screening systems have been developed for this purpose, many human ORs (hORs) still remain orphan because of the time-consuming and labor-intensive experimental procedures of the available screening methods. In this study, we constructed an ion channel-coupled hOR for simple odorant detection by rapidly visualizing the odorant response to overcome the limitations of conventional screening systems. The hORs were coupled to the Kir6.2 potassium channel and the fusion proteins were expressed in HEK293 cells. In this system, when an odorant binds to the hORs coupled to the ion channel, a conformational change in the OR occurs, which consequently opens the ion channel to result in ion influx into the cell. This ion influx was then visualized using a membrane potential dye. Cells expressing ion channel-coupled hORs showed high sensitivity and selectivity to their specific odorants, and the odorant-hOR binding pattern was visualized to identify the response of individual hORs to various odorants, as well as the response of various hORs to various odorants. These results indicate that the ion channel-coupled hOR system can be effectively used not only for simple and fast high-throughput odorant screening, but also to visualize the odorant-hOR response pattern.
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Oh EH, Lee SH, Lee SH, Ko HJ, Park TH. Cell-based high-throughput odorant screening system through visualization on a microwell array. Biosens Bioelectron 2014; 53:18-25. [DOI: 10.1016/j.bios.2013.09.039] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2013] [Accepted: 09/18/2013] [Indexed: 11/25/2022]
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5
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Identification of GPR65, a novel regulator of matrix metalloproteinases using high through-put screening. Biochem Biophys Res Commun 2013; 436:96-103. [DOI: 10.1016/j.bbrc.2013.05.065] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2013] [Accepted: 05/15/2013] [Indexed: 11/22/2022]
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CCDC134 is down-regulated in gastric cancer and its silencing promotes cell migration and invasion of GES-1 and AGS cells via the MAPK pathway. Mol Cell Biochem 2012; 372:1-8. [PMID: 23070808 DOI: 10.1007/s11010-012-1418-4] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2012] [Accepted: 08/01/2012] [Indexed: 02/06/2023]
Abstract
CCDC134 (coiled coil domain containing 134), a novel secretory protein, acts as an inhibitor of Erk1/2 and JNK/SAPK pathways. However, the role of CCDC134 in cancer development is still lacking. In this study, we found that CCDC134 expression significantly reduced in gastric cancer tissues compared with normal tissues (P < 0.001) and lesion tissues (P < 0.001). But no statistically significant difference was observed between normal and lesion tissues (P = 0.842). In vitro transient transfection of CCDC134-specific siRNA significantly promoted the migration and invasion of both the normal gastric epithelial cell line GES-1 and gastric cancer cell line AGS cells. Further analysis revealed that the attenuated expression of CCDC134 promoted the activation of Erk1/2 and JNK/SAPK, but had no effect on p38. The activation of Erk1/2 and JNK/SAPK was required for CCDC134-mediated migration and invasion. Besides, CCDC134-RNAi could induce the expression of MMP-2 and MMP-9, which are key molecules involved in regulating cell migration and invasion. Therefore, CCDC134 may be a candidate biomarker for malignant transformation. It plays a role in regulation of cell migration and invasion, and could be a therapeutic target of gastric cancer.
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Optimizing cell arrays for accurate functional genomics. BMC Res Notes 2012; 5:358. [PMID: 22805280 PMCID: PMC3541979 DOI: 10.1186/1756-0500-5-358] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2012] [Accepted: 06/14/2012] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Cellular responses emerge from a complex network of dynamic biochemical reactions. In order to investigate them is necessary to develop methods that allow perturbing a high number of gene products in a flexible and fast way. Cell arrays (CA) enable such experiments on microscope slides via reverse transfection of cellular colonies growing on spotted genetic material. In contrast to multi-well plates, CA are susceptible to contamination among neighboring spots hindering accurate quantification in cell-based screening projects. Here we have developed a quality control protocol for quantifying and minimizing contamination in CA. RESULTS We imaged checkered CA that express two distinct fluorescent proteins and segmented images into single cells to quantify the transfection efficiency and interspot contamination. Compared with standard procedures, we measured a 3-fold reduction of contaminants when arrays containing HeLa cells were washed shortly after cell seeding. We proved that nucleic acid uptake during cell seeding rather than migration among neighboring spots was the major source of contamination. Arrays of MCF7 cells developed without the washing step showed 7-fold lower percentage of contaminant cells, demonstrating that contamination is dependent on specific cell properties. CONCLUSIONS Previously published methodological works have focused on achieving high transfection rate in densely packed CA. Here, we focused in an equally important parameter: The interspot contamination. The presented quality control is essential for estimating the rate of contamination, a major source of false positives and negatives in current microscopy based functional genomics screenings. We have demonstrated that a washing step after seeding enhances CA quality for HeLA but is not necessary for MCF7. The described method provides a way to find optimal seeding protocols for cell lines intended to be used for the first time in CA.
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Ma X, Ding W, Wang J, Wu G, Zhang H, Yin J, Zhou L, Li D. LOC66273 isoform 2, a novel protein highly expressed in white adipose tissue, induces adipogenesis in 3T3-L1 cells. J Nutr 2012; 142:448-55. [PMID: 22279136 DOI: 10.3945/jn.111.152108] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
Obesity results in part from altered adipocyte metabolism and enhanced adipogenesis. However, the factors that influence insulin-independent differentiation of preadipocytes in response to excess intake of dietary energy remain poorly understood. Based on our recent finding that LOC66273 isoform 2 (LI2), a gene that encodes a novel Mth938 domain-containing protein, is highly expressed in white adipose tissues, we hypothesized that LI2 plays an important role in adipogenesis. Plasmid pcDNA3.1-LI2 was electroporated into 3T3-L1 preadipocytes to overexpress the LI2 protein. Synthetic siRNA was transfected into 3T3-L1 cells to knockdown endogenous LI2. Using constitutively active and potent siRNA against LI2, we determined cell morphology, cell viability, and adipocytic factors in 3T3-L1 preadipocytes. Our results indicated that LI2 was sufficient to drive preadipocyte differentiation via modulating the phosphorylation level and transcriptional activity of CREB, coincident with expression of several adipogenic regulators and mature adipocyte markers, without insulin treatment. In addition, overexpression of the LI2 protein inhibited preadipocyte growth, whereas knockdown of the LI2 protein resulted in preadipocyte apoptosis via caspase-3 activation during adipogenesis. These results indicated that LI2 might function to switch preadipocytes from proliferation to differentiation and to maintain the viability of preadipocytes during adipogenesis by regulating the caspase-3 pathway. Our findings highlight the importance of LI2 in the formation of new adipocytes, thus helping understand the mechanisms responsible for insulin-independent adipogenesis in mammals.
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Affiliation(s)
- Xi Ma
- State Key Laboratory of Animal Nutrition, China Agricultural University, Beijing, China.
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Konrad A, Jochmann R, Kuhn E, Naschberger E, Chudasama P, Stürzl M. Reverse transfected cell microarrays in infectious disease research. Methods Mol Biol 2011; 706:107-18. [PMID: 21104058 DOI: 10.1007/978-1-61737-970-3_9] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Several human pathogenic viruses encode large genomes with often more than 100 genes. Viral pathogenicity is determined by carefully orchestrated co-operative activities of several different viral genes which trigger the phenotypic functions of the infected cells. Systematic analyses of these complex interactions require high-throughput transfection technology. Here we have provided a laboratory manual for the reverse transfected cell microarray (RTCM; alternative name: cell chip) as a high-throughput transfection procedure, which has been successfully applied for the systematic analyses of single and combination effects of genes encoded by the human herpesvirus-8 on the NF-kappaB signal transduction pathway. In order to quantitatively determine the effects of viral genes in transfected cells, protocols for the use of GFP as an indicator gene and for indirect immunofluorescence staining of cellular target proteins have been included. RTCM provides a useful methodological approach to investigate systematically combination effects of viral genes on cellular functions.
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Affiliation(s)
- Andreas Konrad
- Division of Molecular and Experimental Surgery, Department of Surgery, University Medical Center Erlangen, Erlangen, Germany.
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Wu L, Zhang C, Tian Z, Zhang J. NK cell-based approach for screening novel functional immune genes. Int Immunopharmacol 2011; 11:274-9. [DOI: 10.1016/j.intimp.2010.12.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2010] [Revised: 10/22/2010] [Accepted: 12/02/2010] [Indexed: 02/04/2023]
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11
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A novel fluorescent transcriptional reporter for cell-based microarray assays. Methods Mol Biol 2010. [PMID: 21104053 DOI: 10.1007/978-1-61737-970-3_4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register]
Abstract
Cell-based microarrays have been used for a wide variety of assays including gain-of-function, loss-of-function and compound screening. Many of these assays have employed fluorescent proteins as reporters. These fluorescent reporter proteins can be monitored in living cells but have low sensitivity of detection compared to enzymatic reporters. Here we have described a novel transcriptional reporter assay using the alkaline phosphatase reporter enzyme and a fluorescent substrate (ELF-97) to screen for gain-of-function mutations in the type-I cGMP-dependent protein kinase (PRKG1). We have identified a constitutively active mutant of this enzyme in which a conserved Glu at position 81 was mutated to Lys.
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Wang H, Piatkov KI, Brower CS, Varshavsky A. Glutamine-specific N-terminal amidase, a component of the N-end rule pathway. Mol Cell 2009; 34:686-95. [PMID: 19560421 DOI: 10.1016/j.molcel.2009.04.032] [Citation(s) in RCA: 67] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2009] [Revised: 04/14/2009] [Accepted: 04/24/2009] [Indexed: 11/15/2022]
Abstract
Deamidation of N-terminal Gln by Nt(Q)-amidase, an N-terminal amidohydrolase, is a part of the N-end rule pathway of protein degradation. We detected the activity of Nt(Q)-amidase, termed Ntaq1, in mouse tissues, purified Ntaq1 from bovine brains, identified its gene, and began analyzing this enzyme. Ntaq1 is highly conserved among animals, plants, and some fungi, but its sequence is dissimilar to sequences of other amidases. An earlier mutant in the Drosophila Cg8253 gene that we show here to encode Nt(Q)-amidase has defective long-term memory. Other studies identified protein ligands of the uncharacterized human C8orf32 protein that we show here to be the Ntaq1 Nt(Q)-amidase. Remarkably, "high-throughput" studies have recently solved the crystal structure of C8orf32 (Ntaq1). Our site-directed mutagenesis of Ntaq1 and its crystal structure indicate that the active site and catalytic mechanism of Nt(Q)-amidase are similar to those of transglutaminases.
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Affiliation(s)
- Haiqing Wang
- Division of Biology, California Institute of Technology, Pasadena, CA 91125, USA
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Microarray transfection analysis of conserved genomic sequences from three immediate early genes. Genomics 2008; 93:159-68. [PMID: 18955127 DOI: 10.1016/j.ygeno.2008.09.017] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2008] [Revised: 09/26/2008] [Accepted: 09/29/2008] [Indexed: 11/22/2022]
Abstract
In an effort to define novel transcriptional regulatory elements, microarray cotransfection was used to functionally characterize conserved non-coding sequences (CNSs) of three immediate early genes: c-fos, JunB and EGR-1. Cotransfection of fluorescent CNS reporter constructs and expression vectors for constitutively active signaling proteins demonstrated that many of the CNSs alter both the basal and regulated expressions of reporter constructs, but the effects of these CNSs were usually specific for their homologous promoter. One CNS located in the first intron of the c-fos gene conferred regulation by cAMP-dependent protein kinase (PKA), cGMP-dependent protein kinase (PKG) and Raf. Mutagenesis and cotransfection experiments showed that PKA regulation of this c-fos intronic element was mediated by two adjacent CRE-like sequences and the transcription factor CREB. In the context of a reporter containing previously characterized regulatory elements, the novel intronic sequence contributed 50% of the transcriptional response to PKA. These studies suggest that microarray transfection studies may be useful in functional characterization of conserved genomic sequences on a larger scale.
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Fjeldbo CS, Misund K, Günther CC, Langaas M, Steigedal TS, Thommesen L, Laegreid A, Bruland T. Functional studies on transfected cell microarray analysed by linear regression modelling. Nucleic Acids Res 2008; 36:e97. [PMID: 18628295 PMCID: PMC2528170 DOI: 10.1093/nar/gkn428] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
Transfected cell microarray is a promising method for accelerating the functional exploration of the genome, giving information about protein function in the living cell. The microarrays consist of clusters of cells (spots) overexpressing or silencing a particular gene product. The subsequent analysis of the phenotypic consequences of such perturbations can then be detected using cell-based assays. The focus in the present study was to establish an experimental design and a robust analysis approach for fluorescence intensity data, and to address the use of replicates for studying regulation of gene expression with varying complexity and effect size. Our analysis pipeline includes measurement of fluorescence intensities, normalization strategies using negative control spots and internal control plasmids, and linear regression (ANOVA) modelling for estimating biological effects and calculating P-values for comparisons of interests. Our results show the potential of transfected cell microarrays in studying complex regulation of gene expression by enabling measurement of biological responses in cells with overexpression and downregulation of specific gene products, combined with the possibility of assaying the effects of external stimuli. Simulation experiments show that transfected cell microarrays can be used to reliably detect even quantitatively minor biological effects by including several technical and experimental replicates.
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Affiliation(s)
- Christina Saeten Fjeldbo
- Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology (NTNU), Trondheim, Norway.
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