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Dai W, Wu J, Wang D, Wang J. Cancer gene therapy by NF-κB-activated cancer cell-specific expression of CRISPR/Cas9 targeting telomeres. Gene Ther 2020; 27:266-280. [DOI: 10.1038/s41434-020-0128-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2019] [Revised: 01/22/2020] [Accepted: 01/28/2020] [Indexed: 02/07/2023]
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Wu J, Wang Q, Dai W, Wang W, Yue M, Wang J. Massive GGAAs in genomic repetitive sequences serve as a nuclear reservoir of NF-κB. J Genet Genomics 2018; 45:193-203. [PMID: PMID : 29748061 DOI: 10.1016/j.jgg.2018.04.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Revised: 04/05/2018] [Accepted: 04/09/2018] [Indexed: 12/01/2022]
Abstract
Nuclear factor κB (NF-κB) is a DNA-binding transcription factor. Characterizing its genomic binding sites is crucial for understanding its gene regulatory function and mechanism in cells. This study characterized the binding sites of NF-κB RelA/p65 in the tumor neurosis factor-α (TNFα) stimulated HeLa cells by a precise chromatin immunoprecipitation-sequencing (ChIP-seq). The results revealed that NF-κB binds nontraditional motifs (nt-motifs) containing conserved GGAA quadruplet. Moreover, nt-motifs mainly distribute in the peaks nearby centromeres that contain a larger number of repetitive elements such as satellite, simple repeats and short interspersed nuclear elements (SINEs). This intracellular binding pattern was then confirmed by the in vitro detection, indicating that NF-κB dimers can bind the nontraditional κB (nt-κB) sites with low affinity. However, this binding hardly activates transcription. This study thus deduced that NF-κB binding nt-motifs may realize functions other than gene regulation as NF-κB binding traditional motifs (t-motifs). To testify the deduction, many ChIP-seq data of other cell lines were then analyzed. The results indicate that NF-κB binding nt-motifs is also widely present in other cells. The ChIP-seq data analysis also revealed that nt-motifs more widely distribute in the peaks with low-fold enrichment. Importantly, it was also found that NF-κB binding nt-motifs is mainly present in the resting cells, whereas NF-κB binding t-motifs is mainly present in the stimulated cells. Astonishingly, no known function was enriched by the gene annotation of nt-motif peaks. Based on these results, this study proposed that the nt-κB sites that extensively distribute in larger numbers of repeat elements function as a nuclear reservoir of NF-κB. The nuclear NF-κB proteins stored at nt-κB sites in the resting cells may be recruited to the t-κB sites for regulating its target genes upon stimulation.
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Affiliation(s)
- Jian Wu
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Qiao Wang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Wei Dai
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Wei Wang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Ming Yue
- Department of Infectious Diseases, The First Affiliated Hospital of Nanjing Medical University, Nanjing 210002, China
| | - Jinke Wang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China.
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Siggers T, Gilmore TD, Barron B, Penvose A. Characterizing the DNA binding site specificity of NF-κB with protein-binding microarrays (PBMs). Methods Mol Biol 2015; 1280:609-30. [PMID: 25736775 DOI: 10.1007/978-1-4939-2422-6_36] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
NF-κB transcription factors control a wide array of important cellular and organismal processes in eukaryotes. All NF-κB transcription factors bind to DNA target sites as dimers. In vertebrates, there are five NF-κB subunits, p50, p52, RelA (p65), c-Rel, and RelB, that can form almost all combinations of homodimers and heterodimers, which recognize distinct, but overlapping, target sequences. In this chapter, we describe the use of protein-binding microarrays (PBMs), a high-throughput method to measure the binding of proteins to different DNA sequences. PBM datasets allow for sensitive comparisons of NF-κB dimer DNA-binding differences and can aid in the computational and experimental prediction of NF-κB target genes.
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Affiliation(s)
- Trevor Siggers
- Department of Biology, Boston University, 5 Cummington Mall, Boston, MA, 02215, USA,
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Du W, Gao J, Wang T, Wang J. Single-nucleotide mutation matrix: a new model for predicting the NF-κB DNA binding sites. PLoS One 2014; 9:e101490. [PMID: 24992458 PMCID: PMC4081663 DOI: 10.1371/journal.pone.0101490] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2013] [Accepted: 06/09/2014] [Indexed: 11/18/2022] Open
Abstract
In this study, we established a single nucleotide mutation matrix (SNMM) model based on the relative binding affinities of NF-κB p50 homodimer to a wild-type binding site (GGGACTTTCC) and its all single-nucleotide mutants detected with the double-stranded DNA microarray. We evaluated this model by scoring different groups of 10-bp DNA sequences with this model and analyzing the correlations between the scores and the relative binding affinities detected with three wet experiments, including the electrophoresis mobility shift assay (EMSA), the protein-binding microarray (PBM) and the systematic evolution of ligands by exponential enrichment-sequencing (SELEX-Seq). The results revealed that the SNMM scores were strongly correlated with the detected binding affinities. We also scored the DNA sequences with other three models, including the principal coordinate (PC) model, the position weight matrix scoring algorithm (PWMSA) model and the Match model, and analyzed the correlations between the scores and the detected binding affinities. In comparison with these models, the SNMM model achieved reliable results. We finally determined 0.747 as the optimal threshold for predicting the NF-κB DNA-binding sites with the SNMM model. The SNMM model thus provides a new alternative model for scoring the relative binding affinities of NF-κB to the 10-bp DNA sequences and predicting the NF-κB DNA-binding sites.
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Affiliation(s)
- Wenxin Du
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, China
| | - Jing Gao
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, China
| | - Tingting Wang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, China
| | - Jinke Wang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing, China
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Zhou F, Ling X, Yin J, Wang J. Analyzing transcription factor activity using near infrared fluorescent bridge polymerase chain reaction. Anal Biochem 2013; 448:105-12. [PMID: 24333250 DOI: 10.1016/j.ab.2013.12.003] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2013] [Revised: 11/26/2013] [Accepted: 12/02/2013] [Indexed: 02/05/2023]
Abstract
This study has developed a new method, near infrared fluorescent bridge polymerase chain reaction (NIRF-bPCR), for analyzing transcription factor (TF) activity. This method was first used to detect the activity of purified nuclear factor kappa B (NF-κB) p50. The results demonstrated that this method could quantitatively detect the activity of p50 protein at less than 115ng (∼ 2320fmol), and the detection limit reached as little as 6.94ng (∼ 140fmol) of p50 protein. This method was then used to detect TF activity in cell extracts. The results revealed that this method could specifically detect NF-κB activity in HeLa cell nuclear extracts. Finally, this method was used to detect the activities of multiple TFs in a protein sample. The results showed that this method could detect the activities of six TFs-NF-κB, AP-1, TFIID, CREB, NF-E2, and p53-in the TNFα-induced and -uninduced HeLa cell nuclear extracts. Calculation of the fold induction of six TFs revealed that NF-κB, CREB, and AP1 were activated by TNFα induction in HeLa cells, in agreement with the detection results of other methods. Therefore, this study provides a new tool for analyzing TF activity. This study also revealed that NIRF-bPCR may be used as a new method for detecting DNA molecules.
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Affiliation(s)
- Fei Zhou
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Xiaoqian Ling
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Junhuan Yin
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
| | - Jinke Wang
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China.
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6
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An improved SELEX-Seq strategy for characterizing DNA-binding specificity of transcription factor: NF-κB as an example. PLoS One 2013; 8:e76109. [PMID: 24130762 PMCID: PMC3794954 DOI: 10.1371/journal.pone.0076109] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Accepted: 08/20/2013] [Indexed: 12/29/2022] Open
Abstract
SELEX-Seq is now the optimal high-throughput technique for characterizing DNA-binding specificities of transcription factors. In this study, we introduced an improved EMSA-based SELEX-Seq strategy with several advantages. The improvements of this strategy included: (1) using a FAM-labeled probe to track protein-DNA complex in polyacrylamide gel for rapidly recovering the protein-bound dsDNA without relying on traditional radioactive labeling or ethidium bromide staining; (2) monitoring the specificity of SELEX selection by detecting a positive and negative sequence doped into the input DNAs used in each round with PCR amplification; (3) using nested PCR to ensure the specificity of PCR amplification of the selected DNAs after each round; (4) using the nucleotides added at the 5′ end of the nested PCR primers as the split barcode to code DNAs from various rounds for multiplexing sequencing samples. The split barcode minimized selection times and thus greatly simplified the current SELEX-Seq procedure. The reliability of the strategy was demonstrated by performing a successful SELEX-Seq of a well-known transcription factor, NF-κB. Therefore, this study provided a useful SELEX-Seq strategy for characterizing DNA-binding specificities of transcription factors.
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Xing Y, Yang Y, Zhou F, Wang J. Characterization of genome-wide binding of NF-κB in TNFα-stimulated HeLa cells. Gene 2013; 526:142-9. [PMID: 23688556 DOI: 10.1016/j.gene.2013.05.001] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2012] [Revised: 04/28/2013] [Accepted: 05/01/2013] [Indexed: 01/06/2023]
Abstract
This study characterized the genome-wide binding of NF-κB RelA with ChIP-Seq and explored its effects on the gene transcription with DNA microarray. It was found that NF-κB showed several significant binding characteristics, including the inter- and intra-chromosomal differential high-fold enrichment binding, the dominant intronic binding to vast majority of target genes through multiple ChIP-seq peaks and κB sites, extensively binding to large number of genes in the human genome, and binding its target genes more broadly through noncanonical κB sites than canonical κB sites. These in vivo genome-wide binding characteristics exerted effects on the transcription of its direct target genes in genome, reflecting some important traits of this protein which acts as a stimulatory transcription factor involving in many biological processes and responding to various internal and external stimuli.
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Affiliation(s)
- Yujun Xing
- The State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
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Atypical IκB proteins - nuclear modulators of NF-κB signaling. Cell Commun Signal 2013; 11:23. [PMID: 23578005 PMCID: PMC3639191 DOI: 10.1186/1478-811x-11-23] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2012] [Accepted: 03/28/2013] [Indexed: 01/01/2023] Open
Abstract
Nuclear factor κB (NF-κB) controls a multitude of physiological processes such as cell differentiation, cytokine expression, survival and proliferation. Since NF-κB governs embryogenesis, tissue homeostasis and the functions of innate and adaptive immune cells it represents one of the most important and versatile signaling networks known. Its activity is regulated via the inhibitors of NF-κB signaling, the IκB proteins. Classical IκBs, like the prototypical protein IκBα, sequester NF-κB transcription factors in the cytoplasm by masking of their nuclear localization signals (NLS). Thus, binding of NF-κB to the DNA is inhibited. The accessibility of the NLS is controlled via the degradation of IκBα. Phosphorylation of the conserved serine residues 32 and 36 leads to polyubiquitination and subsequent proteasomal degradation. This process marks the central event of canonical NF-κB activation. Once their NLS is accessible, NF-κB transcription factors translocate into the nucleus, bind to the DNA and regulate the transcription of their respective target genes. Several studies described a distinct group of atypical IκB proteins, referred to as the BCL-3 subfamily. Those atypical IκBs show entirely different sub-cellular localizations, activation kinetics and an unexpected functional diversity. First of all, their interaction with NF-κB transcription factors takes place in the nucleus in contrast to classical IκBs, whose binding to NF-κB predominantly occurs in the cytoplasm. Secondly, atypical IκBs are strongly induced after NF-κB activation, for example by LPS and IL-1β stimulation or triggering of B cell and T cell antigen receptors, but are not degraded in the first place like their conventional relatives. Finally, the interaction of atypical IκBs with DNA-associated NF-κB transcription factors can further enhance or diminish their transcriptional activity. Thus, they do not exclusively act as inhibitors of NF-κB activity. The capacity to modulate NF-κB transcription either positively or negatively, represents their most important and unique mechanistic difference to classical IκBs. Several reports revealed the importance of atypical IκB proteins for immune homeostasis and the severe consequences following their loss of function. This review summarizes insights into the physiological processes regulated by this protein class and the relevance of atypical IκB functioning.
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Abstract
The control of gene transcription is a critical level of gene expression regulation. The interactions between transcription factors (TF) and their DNA binding sites (TFBS) play a key role at this level. In order to decipher the molecular mechanism of the interactions of TFs with TFBSs and construct transcription regulatory network, it is necessary to systematically collect, save, and analyze the information of discovered TFs and their TFBSs. In recent years, multiple TF and TFBS-related databases have been established. These databeses significantly promoted the TF-related studies in the fields of molecular biology, bioinformatics, and system biology. This paper summarized the contents, characteristics, access, and advances of main TFs and TFBSs-related databases, including TRANSFAC, JASPAR, TFDB, TRRD, TRED, PAZAR, MAPPER and others.
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Shah PS, Schaffer DV. Response to "HIV Escape From RNAi Antivirals: Yet Another Houdini Action?". MOLECULAR THERAPY. NUCLEIC ACIDS 2012; 1:e28. [PMID: 23344080 PMCID: PMC3390221 DOI: 10.1038/mtna.2012.23] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Priya S Shah
- 1] Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California, USA [2] Current address: Department of Cellular and Molecular Pharmacology, University of California, San Francisco, California, USA
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HIV develops indirect cross-resistance to combinatorial RNAi targeting two distinct and spatially distant sites. Mol Ther 2012; 20:840-8. [PMID: 22294151 DOI: 10.1038/mt.2012.3] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
Resistance to existing HIV therapies is an increasing problem, and alternative treatments are urgently needed. RNA interference (RNAi), an innate mechanism for sequence-specific gene silencing, can be harnessed therapeutically to treat viral infections, yet viral resistance can still emerge. Here, we demonstrate that HIV can develop indirect resistance to individual and combinatorial RNAi-targeting protein-coding regions up to 5,500 nucleotides (nt) downstream of the viral promoter. We identify several variants harboring mutations in the HIV promoter, and not within the RNAi targets, that produce more fully elongated transcripts. Furthermore, these variants are resistant to the RNAi, potentially by stoichiometrically overwhelming this cellular mechanism. Alarmingly, virus resistant to one short hairpin RNA (shRNA) also exhibits cross-resistance to a different shRNA, which targets a distinct and spatially distant region to which the virus has not been previously exposed. To our knowledge, this is the first example of HIV "cross-resistance" to viral inhibitors targeting different loci. Finally, combining anti-HIV RNAi with a small molecule enhancer of RNAi can inhibit the replication of an indirectly resistant mutant. These results suggest that indirect resistance to RNAi is a general mechanism that should be considered when investigating viral resistance and designing combinatorial RNAi therapies.
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Li M, Ge Q, Wang W, Wang J, Lu Z. c-Jun binding site identification in K562 cells. J Genet Genomics 2011; 38:235-42. [PMID: 21703547 DOI: 10.1016/j.jgg.2011.05.004] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2011] [Revised: 05/10/2011] [Accepted: 05/10/2011] [Indexed: 12/21/2022]
Abstract
Determining the binding sites of the transcription factor is important for understanding of transcriptional regulation. Transcription factor c-Jun plays an important role in cell growth, differentiation and development, but the binding sites and the target genes are not clearly defined in the whole human genome. In this study, we performed a ChIP-Seq experiment to identify c-Jun binding site in the human genome. Forty-eight binding sites were selected to process further evaluation by dsDNA microarray assay. We identified 283 c-Jun binding sites in K562 cells. Data analysis showed that 48.8% binding sites located within 100 kb of the upstream of the annotated genes, 28.6% binding sites comprised consensus TRE/CRE motif (5'-TGAC/GTCA-3', 5'-TGACGTCA-3') and variant sequences. Forty-two out of the selected 48 binding sites were found to bind the c-Jun homodimer in dsDNA microarray analysis. Data analysis also showed that 1569 genes are located in the neighborhood of the 283 binding sites and 191 genes in the neighborhood of the 42 binding sites validated by dsDNA microarray. We consulted 38 c-Jun target genes in previous studies and 16 among these 38 genes were also detected in this study. The identification of c-Jun binding sites and potential target genes in the genome scale may improve our fundamental understanding in the molecular mechanisms underlying the transcription regulation related to c-Jun.
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Affiliation(s)
- Minli Li
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
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13
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Alamanova D, Stegmaier P, Kel A. Creating PWMs of transcription factors using 3D structure-based computation of protein-DNA free binding energies. BMC Bioinformatics 2010; 11:225. [PMID: 20438625 PMCID: PMC2879287 DOI: 10.1186/1471-2105-11-225] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2009] [Accepted: 05/03/2010] [Indexed: 12/03/2022] Open
Abstract
Background Knowledge of transcription factor-DNA binding patterns is crucial for understanding gene transcription. Numerous DNA-binding proteins are annotated as transcription factors in the literature, however, for many of them the corresponding DNA-binding motifs remain uncharacterized. Results The position weight matrices (PWMs) of transcription factors from different structural classes have been determined using a knowledge-based statistical potential. The scoring function calibrated against crystallographic data on protein-DNA contacts recovered PWMs of various members of widely studied transcription factor families such as p53 and NF-κB. Where it was possible, extensive comparison to experimental binding affinity data and other physical models was made. Although the p50p50, p50RelB, and p50p65 dimers belong to the same family, particular differences in their PWMs were detected, thereby suggesting possibly different in vivo binding modes. The PWMs of p63 and p73 were computed on the basis of homology modeling and their performance was studied using upstream sequences of 85 p53/p73-regulated human genes. Interestingly, about half of the p63 and p73 hits reported by the Match algorithm in the altogether 126 promoters lay more than 2 kb upstream of the corresponding transcription start sites, which deviates from the common assumption that most regulatory sites are located more proximal to the TSS. The fact that in most of the cases the binding sites of p63 and p73 did not overlap with the p53 sites suggests that p63 and p73 could influence the p53 transcriptional activity cooperatively. The newly computed p50p50 PWM recovered 5 more experimental binding sites than the corresponding TRANSFAC matrix, while both PWMs showed comparable receiver operator characteristics. Conclusions A novel algorithm was developed to calculate position weight matrices from protein-DNA complex structures. The proposed algorithm was extensively validated against experimental data. The method was further combined with Homology Modeling to obtain PWMs of factors for which crystallographic complexes with DNA are not yet available. The performance of PWMs obtained in this work in comparison to traditionally constructed matrices demonstrates that the structure-based approach presents a promising alternative to experimental determination of transcription factor binding properties.
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Affiliation(s)
- Denitsa Alamanova
- BIOBASE GmbH, Halchtersche Strasse 33, D-38304 Wolfenbuettel, Germany.
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Berger MF, Bulyk ML. Universal protein-binding microarrays for the comprehensive characterization of the DNA-binding specificities of transcription factors. Nat Protoc 2009; 4:393-411. [PMID: 19265799 DOI: 10.1038/nprot.2008.195] [Citation(s) in RCA: 268] [Impact Index Per Article: 17.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Protein-binding microarray (PBM) technology provides a rapid, high-throughput means of characterizing the in vitro DNA-binding specificities of transcription factors (TFs). Using high-density, custom-designed microarrays containing all 10-mer sequence variants, one can obtain comprehensive binding-site measurements for any TF, regardless of its structural class or species of origin. Here, we present a protocol for the examination and analysis of TF-binding specificities at high resolution using such 'all 10-mer' universal PBMs. This procedure involves double-stranding a commercially synthesized DNA oligonucleotide array, binding a TF directly to the double-stranded DNA microarray and labeling the protein-bound microarray with a fluorophore-conjugated antibody. We describe how to computationally extract the relative binding preferences of the examined TF for all possible contiguous and gapped 8-mers over the full range of affinities, from highest affinity sites to nonspecific sites. Multiple proteins can be tested in parallel in separate chambers on a single microarray, enabling the processing of a dozen or more TFs in a single day.
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Affiliation(s)
- Michael F Berger
- Division of Genetics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts 02115, USA
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Leonard JN, Shah PS, Burnett JC, Schaffer DV. HIV evades RNA interference directed at TAR by an indirect compensatory mechanism. Cell Host Microbe 2008; 4:484-94. [PMID: 18996348 DOI: 10.1016/j.chom.2008.09.008] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2007] [Revised: 08/11/2008] [Accepted: 09/08/2008] [Indexed: 02/06/2023]
Abstract
HIV can rapidly evolve when placed under selective pressure, including immune surveillance or the administration of antiretroviral drugs. Typically, a variant protein allows HIV to directly evade the selective pressure. Similarly, HIV has escaped suppression by RNA interference (RNAi) directed against viral RNAs by acquiring mutations at the target region that circumvent RNAi-mediated inhibition while conserving necessary viral functions. However, when we directed RNAi against the viral TAR hairpin, which plays an indispensable role in viral transcription, resistant strains were recovered, but none carried a mutation at the target site. Instead, we isolated several strains carrying promoter mutations that indirectly compensated for the RNAi by upregulating viral transcription. Combining RNAi with the application of an antiviral drug blocked replication of such mutants. Evolutionary tuning of viral transcriptional regulation may serve as a general evasion mechanism that may be targeted to improve the efficacy of antiviral therapy.
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Affiliation(s)
- Joshua N Leonard
- Department of Chemical Engineering and the Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA 94720, USA
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Pan Q, Zhang R, Bai Y, He N, Lu Z. An electrochemical approach for detection of specific DNA-binding protein by gold nanoparticle-catalyzed silver enhancement. Anal Biochem 2007; 375:179-86. [PMID: 18164677 DOI: 10.1016/j.ab.2007.12.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2007] [Revised: 11/23/2007] [Accepted: 12/03/2007] [Indexed: 11/25/2022]
Abstract
Interaction between transcription factor and sequence-specific DNA plays an important role in regulation of gene transcription in biological systems. As electrochemical intercalators, gold (Au) nanoparticles show high catalysis activity and compatibility for detection of biological molecules. In this article, we report an electrochemical approach for sequence-specific DNA-binding transcription factor detection by Au nanoparticle-catalyzed silver (Ag) enhancement at interface between electrodes and electrolyte solutions. Here unimolecular hairpin oligonucleotides were self-assembled onto Au electrode surface and their elongation on Au electrode surface was carried out to form double-stranded oligonucleotides with transcription factor NF-kappaB (nuclear factor-kappa B) binding sites. Au nanoparticle-catalyzed Ag deposition was detected by anodic stripping voltammetry (ASV) for NF-kappaB binding. It was found that this method for the detection of sequence-specific DNA-binding protein showed pronounced specificity and that the detection limit was as low as 0.1 pM. The findings indicated that our method can have applications in transcription regulation, operator site recognition, and functional gene inspection.
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Affiliation(s)
- Qin Pan
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
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Lu Z. Novel microarray technology for post-genomic studies. CONFERENCE PROCEEDINGS : ... ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL CONFERENCE 2007; 2006:515-7. [PMID: 17282230 DOI: 10.1109/iembs.2005.1616461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
There are great challenges of developing high-throughput analytic tools in the post-genomic era. The microarray technology, as one of the most poowerful high-throughput tools, has a lot of opportunities in meeting increasing enormous demands in the discovery of the molecular mechanisms of life systems. A number of the new concept microarrays will be developed and used in fundamental and medical researches in the near future. We developed several kinds of the new microarray chips for detecting DNA methylation patterns, double strands DNA microarray for sequence-specific DNA binding proteins (such as transcription factors), the PCR procduct microarray for screening disease related SNPs, a cap-array assay (lab-in-a-tube system), and quantitative detection microarray for mulit-viruses detection and clinical applications. In this presentation, I will give brief introductions on these biochip platforms developed in our laboratory recently. Our results show that the innovations in high-throughput tools could be promoted through the combination between life science and engineering researches.
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Affiliation(s)
- Zuhong Lu
- State Key Laboratory of Bioelectronics, Southeast University, Nanjing 210096, China
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Lu ZH. Genetic data acquirement, construction and analysis based on microarray technology. CONFERENCE PROCEEDINGS : ... ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL CONFERENCE 2007; 2004:2945-7. [PMID: 17270895 DOI: 10.1109/iembs.2004.1403836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Several novel microarray technology platforms to be applied to acquire both genetic and epigenetic data from biological systems have been developed. Genetic database and the related bioinformatics analytic tools are being constructed. Here, some on-going projects related to bioinformatics analysis based on the microarray technology, such as such as the high density microarray design, combinational analyses of the data based on microarrays for gene expressions, methylation of CG islands, trans-factor protein level and mutation detection, and the disease related SNPs in human genomes are presented.
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Affiliation(s)
- Z H Lu
- Nat. Lab. of Molecular & Biomolecular Electron., Southeast Univ., Nanjing, China
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Zhu Q, Hong A, Sheng N, Zhang X, Matejko A, Jun KY, Srivannavit O, Gulari E, Gao X, Zhou X. microParaflo biochip for nucleic acid and protein analysis. Methods Mol Biol 2007; 382:287-312. [PMID: 18220239 DOI: 10.1007/978-1-59745-304-2_19] [Citation(s) in RCA: 72] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
We describe in this chapter the use of oligonucleotide or peptide microarrays (arrays) based on microfluidic chips. Specifically, three major applications are presented: (1) microRNA/small RNA detection using a microRNA detection chip, (2) protein binding and function analysis using epitope, kinase substrate, or phosphopeptide chips, and (3) protein-binding analysis using oligonucleotide chips. These diverse categories of customizable arrays are based on the same biochip platform featuring a significant amount of flexibility in the sequence design to suit a wide range of research needs. The protocols of the array applications play a critical role in obtaining high quality and reliable results. Given the comprehensive and complex nature of the array experiments, the details presented in this chapter is intended merely as a useful information source of reference or a starting point for many researchers who are interested in genome- or proteome-scale studies of proteins and nucleic acids and their interactions.
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Affiliation(s)
- Qi Zhu
- Department of Biology and Biochemistry, University of Houston, TX, USA
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20
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Field S, Udalova I, Ragoussis J. Accuracy and reproducibility of protein-DNA microarray technology. ADVANCES IN BIOCHEMICAL ENGINEERING/BIOTECHNOLOGY 2006; 104:87-110. [PMID: 17290820 DOI: 10.1007/10_2006_035] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Microarray-based methods for understanding protein-DNA interactions have been developed in the last 6 years due to the need to introduce high-throughput technologies in this field. Protein-DNA microarrays utilise chips upon which a large number of DNA sequences may be printed or synthesised. Any DNA-binding protein may then be interrogated by applying either purified sample or cellular/nuclear extracts, subject to availability of a suitable detection system. Protein is simply added to the microarray slide surface, which is then washed and subjected to at least one further incubation with a labelled molecule which binds specifically to the protein of interest. The signal obtained is proportional to the level of DNA-binding protein bound to each DNA feature, enabling relative affinities to be calculated. Key factors for reproducible and accurate quantification of protein binding are: microarray surface chemistry; length of oligonucleotides; position of the binding site sequence; quality of the protein and antibodies; and hybridisation conditions.
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Affiliation(s)
- Simon Field
- Wellcome Trust Centre for Human Genetics, University of Oxford, 7 Roosevelt Drive, Oxford OX3 7BN, UK
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21
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Wang J, Li ML, Hua D, Chen Q. Exonuclease-mediated ELISA-like assay for detecting DNA-binding activity of transcription factors: measurement of activated NF-kappaB. Biotechniques 2006; 41:79-88, 90. [PMID: 16869518 DOI: 10.2144/000112218] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
This paper describes an exonuclease-mediated enzyme-linked immunosorbent assay (ELISA)-like assay (EMEA) for detecting the DNA binding activity of nuclear factor kappaB (NF-kappaB). For EMEA, a special double-stranded DNA (dsDNA)-coupled plate was first prepared by immobilizing a DNA probe on an N-oxysuccinimide ester-coated plate. The immobilized DNA probe, which was internally labeled with digoxigenin (DIG)-dT contained a NF-kappaB binding consensus sequence for capturing activated NF- kappaB in analyzed samples. For measurement, the plate was first incubated with a protein sample and then treated with exonuclease III to eliminate the probes not bound by NF-kappaB. Finally, the probes protected by NF-kappaB were colorimetrically detected by an alkaline phosphatase (AP)-conjugated anti-DIG antibody. The major advantage of EMEA is that it detects NF-kappaB without the need for NF-kappaB antibodies. EMEA may provide a general approach for assays of DNA sequence-specific transcription factors for which specific antibodies are unavailable, expensive, or of insufficient quality.
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Affiliation(s)
- Jinke Wang
- State Key laboratory of Bioelectronics, Southeast University, Nanjing, China.
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22
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Chen Z, Ji M, Hou P, Lu Z. Exo-Dye-based assay for rapid, inexpensive, and sensitive detection of DNA-binding proteins. Biochem Biophys Res Commun 2006; 345:1254-63. [PMID: 16716262 DOI: 10.1016/j.bbrc.2006.05.012] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2006] [Accepted: 05/02/2006] [Indexed: 10/24/2022]
Abstract
We reported herein a rapid, inexpensive, and sensitive technique for detecting sequence-specific DNA-binding proteins. In this technique, the common exonuclease III (ExoIII) footprinting assay is coupled with simple SYBR Green I staining for monitoring the activities of DNA-binding proteins. We named this technique as ExoIII-Dye-based assay. In this assay, a duplex probe was designed to detect DNA-binding protein. One side of the probe contains one protein-binding site, and another side of it contains five protruding bases at 3' end for protection from ExoIII digestion. If a target protein is present, it will bind to binding sites of probe and produce a physical hindrance to ExoIII, which protects the duplex probe from digestion of ExoIII. SYBR Green I will bind to probe, which results in high fluorescence intensity. On the contrary, in the absence of the target protein, the naked duplex probe will be degraded by ExoIII. SYBR Green I will be released, which results in a low fluorescence intensity. In this study, we employed this technique to successfully detect transcription factor NF-kappaB in crude cell extracts. Moreover, it could also be used to evaluate the binding affinity of NF-kappaB. This technique has therefore wide potential application in research, medical diagnosis, and drug discovery.
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Affiliation(s)
- Zaozao Chen
- Chien-Shiung Wu Laboratory, Department of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
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23
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Sasuga Y, Tani T, Hayashi M, Yamakawa H, Ohara O, Harada Y. Development of a microscopic platform for real-time monitoring of biomolecular interactions. Genome Res 2005; 16:132-9. [PMID: 16344567 PMCID: PMC1356137 DOI: 10.1101/gr.4235806] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
We developed a new microscopic platform for the real-time analysis of molecular interactions by combining microbead-tagging techniques with total internal reflection fluorescent microscopy (TIRFM). The optical manipulation of probe microbeads, followed by photo immobilization on a solid surface, enabled us to generate arrays with extremely high density (>100 microbeads in a 25 microm x 25 microm area), and TIRFM made it possible to monitor the binding reactions of fluorescently labeled targets onto probe microbeads without removal of free targets. We demonstrated the high performance of this platform through analyses of interactions between antigen and antibody and between small compounds and proteins. Then, recombinant protein levels in total cellular lysates of Escherichia coli were quantified from the association kinetics using antibody-immobilized microbead arrays, which served as a model for a protein-profiling array. Furthermore, in combination with in vitro synthesis-coupled protein labeling, we could kinematically analyze the interaction of nuclear factor kappaB (p50) with DNA. These results demonstrated that this platform enabled us to: (1) monitor binding processes of fluorescently labeled targets to multiple probes in real-time without removal of free targets, (2) determine concentrations of free targets only from the association kinetics at an early phase, and (3) greatly reduce the required volume of the target solution, in principle to subnanoliter, for molecular interaction analysis. The unique features of this microbead-based microarray system open the way to explore molecular interactions with a wide range of affinities in extremely small volumes of target solutions, such as extracts from single cells.
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Affiliation(s)
- Yasuhiro Sasuga
- The Tokyo Metropolitan Institute of Medical Science, Bunkyo-ku, Tokyo 113-8613, Japan
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24
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Wang JK, Li TX, Lu ZH. A method for fabricating uni-dsDNA microarray chip for analyzing DNA-binding proteins. ACTA ACUST UNITED AC 2005; 63:100-10. [PMID: 15913781 DOI: 10.1016/j.jbbm.2005.03.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2004] [Revised: 03/09/2005] [Accepted: 03/13/2005] [Indexed: 11/21/2022]
Abstract
This paper describes an approach for preparing unimolecular double-stranded DNA (uni-dsDNA) microarray chip. In this method, the various target oligonucleotides containing a reverse complementary sequence at 5' end were firstly annealed to a same universal oligonucleotide with amino group at 5' end and immobilized on aldehyde-derivatized glass slide. An on-chip DNA polymerization reaction was then performed to elongate the universal oligonucleotides. After a denaturation and a followed intra-strand annealing, a hairpin structure was formed at the free 3' end of the immobilized oligonucleotides. Finally, another on-chip DNA polymerization was done to synthesize the uni-dsDNA microarray. Combining with a PCR amplification of chemically synthesized target oligonucleotides, this method was much cost-effective for production of the uni-dsDNA microarray. The uni-dsDNA microarray was verified applicable for detecting the presence and monitoring the DNA-binding activity of the sequence-specific DNA-binding proteins.
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Affiliation(s)
- Jin K Wang
- Chien-Shiung Wu Laboratory, Southeast University, Nanjing 210096, PR China.
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25
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Fukumori T, Miyachi H, Yokoyama K. Exo-Taq-Based Detection of DNA-Binding Protein for Homogeneous and Microarray Format. ACTA ACUST UNITED AC 2005; 138:473-8. [PMID: 16272142 DOI: 10.1093/jb/mvi137] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
The study of DNA-protein interactions is of great importance to understand basic cellular processes such as transcription, replication and recombination. In this research, we developed a novel detection system for DNA-binding proteins (DBPs) involving the exonuclease (Exo) III and Taq DNA polymerase reactions. The system consists of three steps, as follows: the target DBP in the sample solution is incubated with probe DNA, and the probe is digested with Exo III and then extended with Taq using fluorescent dye-labeled dUTP as a substrate. The DBP protects the probe from digestion by Exo III. Therefore, only the DBP-bound probe allows the following extension. We examined this system using the lambda phage Cro repressor in a homogeneous format. The fluorescence image after gel electrophoresis showed a specific band. We also found that this system could be applied to the rapid and efficient detection of DBPs in stem and loop ds-DNA array formats. These results suggest that our method is useful as a new tool for analyzing DNA-protein interactions.
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Affiliation(s)
- Takashi Fukumori
- Research Center of Advanced Bionics, National Institute of Advanced Industrial Science and Technology, AIST Tsukuba Central 4, 1-1-1 Higashi, Tsukuba, Ibaraki 305-8562, Japan
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26
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Feriotto G, Finotti A, Volpe P, Treves S, Ferrari S, Angelelli C, Zorzato F, Gambari R. Myocyte enhancer factor 2 activates promoter sequences of the human AbetaH-J-J locus, encoding aspartyl-beta-hydroxylase, junctin, and junctate. Mol Cell Biol 2005; 25:3261-75. [PMID: 15798210 PMCID: PMC1069596 DOI: 10.1128/mcb.25.8.3261-3275.2005] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
Alternative splicing of the locus AbetaH-J-J generates three functionally distinct proteins: an enzyme, AbetaH (aspartyl-beta-hydroxylase), a structural protein of the sarcoplasmic reticulum membrane (junctin), and an integral membrane calcium binding protein (junctate). Junctin and junctate are two important proteins involved in calcium regulation in eukaryotic cells. To understand the regulation of these two proteins, we identified and functionally characterized one of the two promoter sequences of the AbetaH-J-J locus. We demonstrate that the P2 promoter of the AbetaH-J-J locus contains (i) a minimal sequence localized within a region -159 bp from the transcription initiation site, which is sufficient to activate transcription of both mRNAs; (ii) sequences which bind known transcriptional factors such as those belonging to the myocyte enhancer factor 2 (MEF-2), MEF-3, and NF-kappaB protein families; and (iii) sequences bound by unknown proteins. The functional characterization of the minimal promoter in C2C12 cells and in the rat soleus muscle in vivo model indicates the existence of cis elements having positive and negative effects on transcription. In addition, our data demonstrate that in striated muscle cells the calcium-dependent transcription factor MEF-2 is crucial for the transcription activity directed by the P2 promoter. The transcription directed by the AbetaH-J-J P2 promoter is induced by high expression of MEF-2, further stimulated by calcineurin and Ca2+/calmodulin-dependent protein kinase I, and inhibited by histone deacetylase 4.
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Affiliation(s)
- Giordana Feriotto
- Biotechnology Center, Biology, University of Ferrara, Via Borsari 46, 44100 Ferrara, Italy
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27
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Bai Y, Ge Q, Wang J, Li T, Liu Q, Lu Z. Investigation of DNA-protein sequence-specific interactions with a ds-DNA array. Molecules 2005; 10:417-26. [PMID: 18007313 PMCID: PMC6148458 DOI: 10.3390/10020417] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2004] [Revised: 12/21/2004] [Accepted: 12/22/2004] [Indexed: 12/04/2022] Open
Abstract
The sequence specific recognitions between DNAs and proteins play important roles in many biological functions. The use of double-stranded DNA arrays (ds-DNA arrays) for studying sequence specific recognition between DNAs and proteins is a promising method. Here we report the use of a ds-DNA probe with multi operation sites of restriction proteins in the middle sequence to investigate DNA-protein sequence-specific interactions including methylation. We arranged EcoR I site and Rsa I site on the same duplex DNA probe to fabricate ds-DNA arrays. We used the ds-DNA arrays to study DNA-restriction enzyme reactions before and after duplex DNA methylation under different probe concentration and reaction time conditions. Our results indicated that the ds-DNA arrays can be further biochemically modified and made accessible for interactions between DNAs and proteins in complex multi-step gene-regulation processes.
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Affiliation(s)
| | | | | | | | | | - Zuhong Lu
- Author to whom correspondence should be addressed; e-mail: ; Phone: (+86)-25-83792245 Fax: (+86)-25-83619983
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28
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Bai Y, Ge Q, Wang J, Li T, Liu Q, Lu Z. Optimization of on-chip elongation for fabricating double-stranded DNA microarrays. Colloids Surf B Biointerfaces 2005; 40:153-8. [PMID: 15708505 DOI: 10.1016/j.colsurfb.2004.10.019] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
The sequence-specific recognitions between DNA and proteins are playing important roles in many biological functions. The double-stranded DNA microarrays (dsDNA microarrays) can be used to study the sequence-specific recognitions between DNAs and proteins in highly parallel way. In this paper, two different elongation processes in forming dsDNA from the immobilized oligonucleotides have been compared in order to optimize the fabrication of dsDNA microarrays: (1) elongation from the hairpins formed by the self-hybridized oligonucleatides spotted on a glass; (2) elongation from the complementary primers hybridized on the spotted oligonucleatides. The results suggested that the dsDNA probes density produced by the hybridized-primer extension was about four times lower than those by the self-hybridized hairpins. Meanwhile, in order to reduce the cost of dsDNA microarrays, we have replaced the Klenow DNA polymerase with Taq DNA polymerase, and optimized the reaction conditions of on-chip elongation. Our experiments showed that the elongation temperature of 50 degrees C and the Mg(2+) concentration of 2.5 mM are the optimized conditions in elongation with Taq DNA polymerase. A dsDNA microarray has been successfully constructed with the above method to detect NF-kB protein.
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Affiliation(s)
- Yunfei Bai
- Chien-Shiung Wu Laboratory, Department of Biological Science and Medical Engineering, Southeast University, Nanjing 210096, China
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29
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Wang J, Li T, Guo X, Lu Z. Exonuclease III protection assay with FRET probe for detecting DNA-binding proteins. Nucleic Acids Res 2005; 33:e23. [PMID: 15687381 PMCID: PMC548379 DOI: 10.1093/nar/gni021] [Citation(s) in RCA: 90] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
We describe a new method for the assay of sequence-specific DNA-binding proteins in this paper. In this method, the sensitive fluorescence resonance energy transfer (FRET) technology is combined with the common DNA footprinting assay in order to develop a simple, rapid and high-throughput approach for quantitatively detecting the sequence-specific DNA-binding proteins. We named this method as exonuclease III (ExoIII) protection assay with FRET probe. The FRET probe used in this assay was a duplex DNA which was designed to contain one FRET pair in the center and two flanking protein-binding sites. During protein detection, if a target protein exists, it will bind to the two protein-binding sites of the FRET probe and thus protect the FRET pair from ExoIII digestion, resulting in high FRET. However, if the target protein does not exist, the FRET pair on the naked FRET probe will be degraded by ExoIII, resulting in low FRET. Three kinds of recombinant transcription factors including NF-κB, SP1 and p50, and the target protein of NF-κB in HeLa cell nuclear extracts, were successfully detected by the assay. This assay can be extensively used in biomedical research targeted at DNA-binding proteins.
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Affiliation(s)
- Jinke Wang
- To whom correspondence should be addressed. Tel/Fax: +86 25 83619983;
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30
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Bujoli B, Lane SM, Nonglaton G, Pipelier M, Léger J, Talham DR, Tellier C. Metal Phosphonates Applied to Biotechnologies: A Novel Approach to Oligonucleotide Microarrays. Chemistry 2005; 11:1980-8. [PMID: 15669062 DOI: 10.1002/chem.200400960] [Citation(s) in RCA: 87] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
A new process for preparing oligonucleotide arrays is described that uses surface grafting chemistry which is fundamentally different from the electrostatic adsorption and organic covalent binding methods normally employed. Solid supports are modified with a mixed organic/inorganic zirconium phosphonate monolayer film providing a stable, well-defined interface. Oligonucleotide probes terminated with phosphate are spotted directly on to the zirconated surface forming a covalent linkage. Specific binding of terminal phosphate groups with minimal binding of the internal phosphate diesters has been demonstrated. The mixed organic/inorganic thin films have also been extended for use arraying DNA duplex probes, and therefore represent a viable general approach to DNA-based bioarrays. Ideas for interfacing mixed organic/inorganic interfaces to other bioapplications are also discussed.
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Affiliation(s)
- Bruno Bujoli
- Laboratoire de Synthèse Organique, UMR CNRS 6513 & FR CNRS 2465, 2 Rue de la Houssinière, BP92208, 44322 Nantes Cedex 03, France.
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31
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Linnell J, Mott R, Field S, Kwiatkowski DP, Ragoussis J, Udalova IA. Quantitative high-throughput analysis of transcription factor binding specificities. Nucleic Acids Res 2004; 32:e44. [PMID: 14990752 PMCID: PMC390317 DOI: 10.1093/nar/gnh042] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
We present a general high-throughput approach to accurately quantify DNA-protein interactions, which can facilitate the identification of functional genetic polymorphisms. The method tested here on two structurally distinct transcription factors (TFs), NF-kappaB and OCT-1, comprises three steps: (i) optimized selection of DNA variants to be tested experimentally, which we show is superior to selecting variants at random; (ii) a quantitative protein-DNA binding assay using microarray and surface plasmon resonance technologies; (iii) prediction of binding affinity for all DNA variants in the consensus space using a statistical model based on principal coordinates analysis. For the protein-DNA binding assay, we identified a polyacrylamide/ester glass activation chemistry which formed exclusive covalent bonds with 5'-amino-modified DNA duplexes and hindered non-specific electrostatic attachment of DNA. Full accessibility of the DNA duplexes attached to polyacrylamide-modified slides was confirmed by the high degree of data correlation with the electromobility shift assay (correlation coefficient 93%). This approach offers the potential for high-throughput determination of TF binding profiles and predicting the effects of single nucleotide polymorphisms on TF binding affinity. New DNA binding data for OCT-1 are presented.
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Affiliation(s)
- Jane Linnell
- Wellcome Trust Centre for Human Genetics, University of Oxford, 7 Roosevelt Drive, Oxford OX3 7BN, UK
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