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Jo S, Shin H, Joe SY, Baek D, Park C, Chun H. Recent progress in DNA data storage based on high-throughput DNA synthesis. Biomed Eng Lett 2024; 14:993-1009. [PMID: 39220021 PMCID: PMC11362454 DOI: 10.1007/s13534-024-00386-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 04/24/2024] [Accepted: 04/26/2024] [Indexed: 09/04/2024] Open
Abstract
DNA data storage has emerged as a solution for storing massive volumes of data by utilizing nucleic acids as a digital information medium. DNA offers exceptionally high storage density, long durability, and low maintenance costs compared to conventional storage media such as flash memory and hard disk drives. DNA data storage consists of the following steps: encoding, DNA synthesis (i.e., writing), preservation, retrieval, DNA sequencing (i.e., reading), and decoding. Out of these steps, DNA synthesis presents a bottleneck due to imperfect coupling efficiency, low throughput, and excessive use of organic solvents. Overcoming these challenges is essential to establish DNA as a viable data storage medium. In this review, we provide the overall process of DNA data storage, presenting the recent progress of each step. Next, we examine a detailed overview of DNA synthesis methods with an emphasis on their limitations. Lastly, we discuss the efforts to overcome the constraints of each method and their prospects.
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Affiliation(s)
- Seokwoo Jo
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Haewon Shin
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Sung-yune Joe
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - David Baek
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Chaewon Park
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
| | - Honggu Chun
- Department of Biomedical Engineering, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
- Interdisciplinary Program in Precision Public Health, Korea University, 466 Hana Science Hall, Seoul, 02841 Korea
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Zanoli LM, Licciardello M, D'Agata R, Lantano C, Calabretta A, Corradini R, Marchelli R, Spoto G. Peptide nucleic acid molecular beacons for the detection of PCR amplicons in droplet-based microfluidic devices. Anal Bioanal Chem 2013; 405:615-24. [PMID: 22212864 DOI: 10.1007/s00216-011-5638-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2011] [Revised: 12/05/2011] [Accepted: 12/05/2011] [Indexed: 11/26/2022]
Abstract
The use of droplet-based microfluidics and peptide nucleic acid molecular beacons for the detection of polymerase chain reaction (PCR)-amplified DNA sequences within nanoliter-sized droplets is described in this work. The nanomolar-attomolar detection capabilities of the method were preliminarily tested by targeting two different single-stranded DNA sequences from the genetically modified Roundup Ready soybean and the Olea europaea genomes and detecting the fluorescence generated by peptide nucleic acid molecular beacons with fluorescence microscopy. Furthermore, the detection of 10 nM solutions of PCR amplicon of DNA extracted from leaves of O. europaea L. encapsulated in nanoliter-sized droplets was performed to demonstrate that peptide nucleic acid molecular beacons can discriminate O. europaea L. cultivar species carrying different single-nucleotide polymorphisms.
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Affiliation(s)
- Laura Maria Zanoli
- Scuola Superiore di Catania, c/o Dipartimento di Scienze Chimiche, Università di Catania, Catania, Italy
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Guven B, Boyacı İH, Tamer U, Çalık P. A rapid method for detection of genetically modified organisms based on magnetic separation and surface-enhanced Raman scattering. Analyst 2012; 137:202-8. [DOI: 10.1039/c1an15629b] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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Henry OYF, Mehdi AD, Kirwan S, Sanchez JLA, O'Sullivan CK. Three-dimensional arrangement of short DNA oligonucleotides at surfaces via the synthesis of DNA-branched polyacrylamide brushes by SI-ATRP. Macromol Rapid Commun 2011; 32:1405-10. [PMID: 21800393 DOI: 10.1002/marc.201100317] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2011] [Revised: 06/24/2011] [Indexed: 11/08/2022]
Abstract
Short DNA oligonucleotide branches are incorporated into acrylamide brushes via surface initiated atom transfer radical polymerization in an attempt to increase DNA surface density by building three-dimensional molecular architectures. ATR-FTIR as well as hybridization studies followed by SPR confirm the incorporation of the DNA sequences into the polymer backbone. MALDI-TOF analysis further suggests that six acrylamide monomer units are typically separating DNA branches present on a single brushes approximately 26 units long. This new approach offers a promising alternative to SAM-based nucleic acid and aptamer sensors and could enable the realization of more complex soft materials of controlled architecture capable of both recognition and signaling by including additional optically or electrochemically active moieties.
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Affiliation(s)
- Olivier Y F Henry
- Nanobiotechnology and Bioanalysis Group, Departament d'Enginyeria Química, Universitat Rovira i Virgili, Tarragona, Spain.
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Siddiquee S, Yusof NA, Salleh AB, Bakar FA, Heng LY. Electrochemical DNA biosensor for the detection of specific gene related to Trichoderma harzianum species. Bioelectrochemistry 2010; 79:31-6. [DOI: 10.1016/j.bioelechem.2009.10.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2009] [Revised: 10/14/2009] [Accepted: 10/19/2009] [Indexed: 01/04/2023]
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Naiser T, Kayser J, Mai T, Michel W, Ott A. Position dependent mismatch discrimination on DNA microarrays - experiments and model. BMC Bioinformatics 2008; 9:509. [PMID: 19046422 PMCID: PMC2661940 DOI: 10.1186/1471-2105-9-509] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2008] [Accepted: 12/01/2008] [Indexed: 11/26/2022] Open
Abstract
Background The propensity of oligonucleotide strands to form stable duplexes with complementary sequences is fundamental to a variety of biological and biotechnological processes as various as microRNA signalling, microarray hybridization and PCR. Yet our understanding of oligonucleotide hybridization, in particular in presence of surfaces, is rather limited. Here we use oligonucleotide microarrays made in-house by optically controlled DNA synthesis to produce probe sets comprising all possible single base mismatches and base bulges for each of 20 sequence motifs under study. Results We observe that mismatch discrimination is mostly determined by the defect position (relative to the duplex ends) as well as by the sequence context. We investigate the thermodynamics of the oligonucleotide duplexes on the basis of double-ended molecular zipper. Theoretical predictions of defect positional influence as well as long range sequence influence agree well with the experimental results. Conclusion Molecular zipping at thermodynamic equilibrium explains the binding affinity of mismatched DNA duplexes on microarrays well. The position dependent nearest neighbor model (PDNN) can be inferred from it. Quantitative understanding of microarray experiments from first principles is in reach.
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Affiliation(s)
- Thomas Naiser
- Experimentalphysik I, Universität Bayreuth, D-95440 Bayreuth, Germany.
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Chen L, Lee S, Lee M, Lim C, Choo J, Park JY, Lee S, Joo SW, Lee KH, Choi YW. DNA hybridization detection in a microfluidic channel using two fluorescently labelled nucleic acid probes. Biosens Bioelectron 2008; 23:1878-82. [PMID: 18378133 DOI: 10.1016/j.bios.2008.02.013] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2007] [Revised: 01/28/2008] [Accepted: 02/13/2008] [Indexed: 11/16/2022]
Abstract
A conceptually new technique for fast DNA detection has been developed. Here, we report a fast and sensitive online fluorescence resonance energy transfer (FRET) detection technique for label-free target DNA. This method is based on changes in the FRET signal resulting from the sequence-specific hybridization between two fluorescently labelled nucleic acid probes and target DNA in a PDMS microfluidic channel. Confocal laser-induced microscopy has been used for the detection of fluorescence signal changes. In the present study, DNA hybridizations could be detected without PCR amplification because the sensitivity of confocal laser-induced fluorescence detection is very high. Two probe DNA oligomers (5'-CTGAT TAGAG AGAGAA-TAMRA-3' and 5'-TET-ATGTC TGAGC TGCAGG-3') and target DNA (3'-GACTA ATCTC TCTCT TACAG GCACT ACAGA CTCGA CGTCC-5') were introduced into the channel by a microsyringe pump, and they were efficiently mixed by passing through the alligator teeth-shaped PDMS microfluidic channel. Here, the nucleic acid probes were terminally labelled with the fluorescent dyes, tetrafluororescein (TET) and tetramethyl-6-carboxyrhodamine (TAMRA), respectively. According to our confocal fluorescence measurements, the limit of detection of the target DNA is estimated to be 1.0 x 10(-6) to 1.0 x 10(-7)M. Our result demonstrates that this analytical technique is a promising diagnostic tool that can be applied to the real-time analysis of DNA targets in the solution phase.
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Affiliation(s)
- Lingxin Chen
- Department of Applied Chemistry, Hanyang University, Sa-1-dong 127, Ansan, Kyunggi-do 426-791, Republic of Korea
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Kim S, Chen L, Lee S, Seong GH, Choo J, Lee EK, Oh CH, Lee S. Rapid DNA hybridization analysis using a PDMS microfluidic sensor and a molecular beacon. ANAL SCI 2007; 23:401-5. [PMID: 17420542 DOI: 10.2116/analsci.23.401] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
A rapid DNA analysis has been developed based on a fluorescence intensity change of a molecular beacon in a PDMS microfluidic channel. Recently, we reported a new analytical method of DNA hybridization involving a PDMS microfluidic sensor using fluorescence energy transfer (FRET). However, there are some limitations in its application to real DNA samples because the target DNA must be labelled with a suitable fluorescent dye. To resolve this problem, we have developed a new DNA microfluidic sensor using a molecular beacon. By monitoring the change in the restored fluorescence intensity along the channel length, it is possible to rapidly detect any hybridization of the molecular beacon to the target DNA. In this case, the target DNA does not need to be labelled. Our experimental results demonstrate that this microfluidic sensor using a molecular beacon is a promising diagnostic tool for rapid DNA hybridization analysis.
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Affiliation(s)
- Sungyong Kim
- Department of Applied Chemistry, Hanyang University, South Korea
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Jung J, Chen L, Lee S, Kim S, Seong GH, Choo J, Lee EK, Oh CH, Lee S. Fast and sensitive DNA analysis using changes in the FRET signals of molecular beacons in a PDMS microfluidic channel. Anal Bioanal Chem 2007; 387:2609-15. [PMID: 17318519 DOI: 10.1007/s00216-007-1158-6] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2006] [Revised: 01/23/2007] [Accepted: 01/26/2007] [Indexed: 10/23/2022]
Abstract
A new DNA hybridization analytical method using a microfluidic channel and a molecular beacon-based probe (MB-probe) is described. A stem-loop DNA oligonucleotide labeled with two fluorophores at the 5' and 3' termini (a donor dye, TET, and an acceptor dye, TAMRA, respectively) was used to carry out a fast and sensitive DNA analysis. The MB-probe utilized the specificity and selectivity of the DNA hairpin-type probe DNA to detect a specific target DNA of interest. The quenching of the fluorescence resonance energy transfer (FRET) signal between the two fluorophores, caused by the sequence-specific hybridization of the MB-probe and the target DNA, was used to detect a DNA hybridization reaction in a poly(dimethylsiloxane) (PDMS) microfluidic channel. The azoospermia gene, DYS 209, was used as the target DNA to demonstrate the applicability of the method. A simple syringe pumping system was used for quick and accurate analysis. The laminar flow along the channel could be easily controlled by the 3-D channel structure and flow speed. By injecting the MB-probe and target DNA solutions into a zigzag-shaped PDMS microfluidic channel, it was possible to detect their sequence-specific hybridization. Surface-enhanced Raman spectroscopy (SERS) was also used to provide complementary evidence of the DNA hybridization. Our data show that this technique is a promising real-time detection method for label-free DNA targets in the solution phase. Figure FRET-based DNA hybridization detection using a molecular beacon in a zigzag-shaped PDMS microfluidic channel.
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Affiliation(s)
- Jaehyun Jung
- Department of Applied Chemistry, Hanyang University, Ansan 426-791, South Korea
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Abstract
Microarray technology has its roots in high-throughput parallel synthesis of biomacromolecules, combined with combinatorial science. In principle, the preparation of arrays can be performed either by in situ synthesis of biomacromolecules on solid substrates or by spotting of ex situ synthesized biomacromolecules onto the substrate surface. The application of microarrays includes spatial addressing with target (macro) molecules and screening for interactions between immobilized probe and target. The screening is simplified by the microarray format, which features a known structure of every immobilized library element. The area of nucleic acid arrays is best developed, because such arrays are allowed to follow the biosynthetic pathway from genes to proteins, and because nucleic acid hybridization is a most straightforward screening tool. Applications to genomics, transcriptomics, proteomics, and glycomics are currently in the foreground of interest; in this postgenomic phase they are allowed to gain new insights into the molecular basis of cellular processes and the development of disease.
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Affiliation(s)
- Hartmut Seliger
- Arbeitsgruppe Chemische Funktionen in Biosystemen, Universitat Ulm, Ulm, Germany
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Zhang Z, Yang Y, Zhang D, Wang Y, Qian X, Liu F. Acenaphtho[1,2-b]pyrrole derivatives as new family of intercalators: Various DNA binding geometry and interesting antitumor capacity. Bioorg Med Chem 2006; 14:6962-70. [PMID: 16828559 DOI: 10.1016/j.bmc.2006.06.029] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2006] [Revised: 06/15/2006] [Accepted: 06/16/2006] [Indexed: 10/24/2022]
Abstract
A series of acenaphtho[1,2-b]pyrrole derivatives were synthesized and their intercalation geometries with DNA and antitumor activities were investigated in detail. From combination of SYBR Green-DNA melt curve, fluorescence titration, absorption titration, and circular dichroism (CD) studies, it was identified that to different extent, all the compounds behaved as DNA intercalators and transformed B form DNA to A-like conformation. The different intercalation modes for the compounds were revealed. The compounds containing a methylpiperazine substitution (series I) intercalated in a fashion that the long axis of the molecule paralleled to the base-pair long axis, while the alkylamine- substituted compounds (series II and III) located vertically to the long axis of DNA base pairs. Consequently, the DNA binding affinity of these compounds was obtained with the order of II>III>I, which attributed to the role of the substitution in binding geometry. Further, cell-based studies showed all the compounds exhibited outstanding antitumor activities against two human tumor cell lines with IC(50) ranging from 10(-7) to 10(-6)M. Interestingly, compound (1)a (a compound in series I), whose binding affinity was one of the lowest but altered DNA conformation most significantly, showed much lower IC(50) value than other compounds. Moreover, it could induce tumor cells apoptosis, while the compounds (2)a and (3)a (in series II and III, respectively) could only necrotize tumor cells. Their different mechanism of killing tumor cells might lie in their different DNA binding geometry. It could be concluded that the geometry of intercalator-DNA complex contributed much more to the antitumor property than binding affinity.
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Affiliation(s)
- Zhichao Zhang
- State Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian 116012, China
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Held GA, Grinstein G, Tu Y. Relationship between gene expression and observed intensities in DNA microarrays--a modeling study. Nucleic Acids Res 2006; 34:e70. [PMID: 16723429 PMCID: PMC1472623 DOI: 10.1093/nar/gkl122] [Citation(s) in RCA: 69] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022] Open
Abstract
A theoretical study of the physical properties which determine the variation in signal strength from probe to probe on a microarray is presented. A model which incorporates probe-target hybridization, as well as the subsequent dissociation which occurs during stringent washing of the microarray, is introduced and shown to reasonably describe publicly available spike-in experiments carried out at Affymetrix. In particular, this model suggests that probe-target dissociation during the stringent wash plays a critical role in determining the observed hybridization intensities. In addition, it is demonstrated that non-specific hybridization introduces uncertainties which significantly limit the ability of any model to accurately quantify absolute gene expression levels while, in contrast, target folding appears to have little effect on these results. Finally, for data from target spike-in experiments, our model is shown to compare favorably with an existing statistical model in determining target concentration levels.
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Affiliation(s)
- G A Held
- IBM TJ Watson Research Center, PO Box 218, Yorktown Heights, NY 10598, USA.
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Semenyuk A, Ahnfelt M, Estmer Nilsson C, Yong Hao X, Földesi A, Kao YS, Chen HH, Kao WC, Peck K, Kwiatkowski M. Cartridge-based high-throughput purification of oligonucleotides for reliable oligonucleotide arrays. Anal Biochem 2006; 356:132-41. [PMID: 16769031 DOI: 10.1016/j.ab.2006.05.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2006] [Revised: 05/03/2006] [Accepted: 05/05/2006] [Indexed: 10/24/2022]
Abstract
A novel, cartridge-based procedure for the efficient and irreversible detritylation of oligonucleotides is reported. This method, combined with a process for the elimination of depurinated fragments produces, in a highly parallel fashion, oligonucleotides with better purity than those traditionally obtained using reversed-phase high-performance liquid chromotography purification. Our combined detritylation and purification methodology compares favorably with commercial cartridge-based purification systems. The benefits of working with pure oligonucleotides, with regard to higher signal and better signal linearity, are shown in array-based hybridization experiments.
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Affiliation(s)
- Andrey Semenyuk
- Department of Genetics and Pathology, Uppsala University, 75185 Uppsala, Sweden
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Yea KH, Lee S, Choo J, Oh CH, Lee S. Fast and sensitive analysis of DNA hybridization in a PDMS micro-fluidic channel using fluorescence resonance energy transfer. Chem Commun (Camb) 2006:1509-11. [PMID: 16575443 DOI: 10.1039/b516253j] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Fluorescence resonance energy transfer has been used to illustrate its applicability to the sensitive detection of DNA hybridization reactions in a PDMS microfluidic channel.
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Affiliation(s)
- Kwon-hae Yea
- Department of Applied Chemistry, Hanyang University, Ansan 426-791, South Korea.
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Zhang Z, Yang Y, Liu F, Qian X, Xu Q. Study on the interaction between 4-(2-diethylamino-ethylamino)-8-oxo-8H-acenaphtho[1,2-b]pyrrole-9-carbonitrile and DNA by molecular spectra. Int J Biol Macromol 2006; 38:59-64. [PMID: 16448691 DOI: 10.1016/j.ijbiomac.2005.12.022] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2005] [Revised: 12/23/2005] [Accepted: 12/26/2005] [Indexed: 11/22/2022]
Abstract
The binding geometry of a heterocyclic compound, 4-(2-diethylamino-ethylamino)-8-oxo-8H-acenaphtho[1,2-b]pyrrole-9-carbonitrile (A1) to CT DNA was studied by molecular spectroscopy. Deduced from SYBR Green-DNA melt curve, UV-vis spectroscopy, and fluorescence studies, there were two different interaction mechanisms involved in the whole interaction process depending on the R-value (R, the molar ratio of A1 to CT DNA base pairs). The value R = 0.20 was the turning point. The induced circular dichroism (ICD) spectra of A1 complexed with CT DNA, poly[(G-C)2] and poly[(A-T)2] showed when R < or = 0.20, A1 intercalated into CT DNA and the intercalation orientation of A1 to the dyad axis of DNA double-helix was heterogeneous. When R > 0.20, stacking of A1 on surface helix of DNA occurred driven by the protonation of amidogen group in the N,N-diethyldiamine substitution of A1, which was illustrated by the changes of A1-DNA geometry in different pH solutions. The intrinsic circular dichroism (CD) spectra showed the conformation of DNA converted from the B-form to A-like conformation due to the A1 intercalation.
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Affiliation(s)
- Zhichao Zhang
- State Key Laboratory of Fine Chemicals, Dalian University of Technology, Dalian 116012, China
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Abstract
Oligonucleotide probes are increasingly the method of choice for many modern DNA microarray applications. They provide higher target specificity, probe selection gives improved experimental control of hybridization properties, and targeting of specific gene subsequences allows better discrimination of highly similar targets such as splice variants or gene families. Only recently has there been substantial progress in dealing with the complexities of probe set design and probe-specific signal interpretation. After a discussion of advantages and disadvantages of oligonucleotide probes in comparison to amplicons, this chapter focuses on recent advances and remaining key challenges in probe design and computational data analysis for spotted and in situ-synthesized oligonucleotide microarray technologies. Both experimental questions and computational aspects are addressed. Experimental issues discussed include the choice of an optimal number of probes per target and probe lengths and their influence on bias and random measurement noise, effects of different probe or substrate modifications, and laboratory protocols on signal specificity and sensitivity. Computational topics include practical considerations and a case study in probe sequence design, the exploitation of probing multiple target regions, and the modeling of probe sequence-specific signals. The current state of the art of the field is examined, and principled thermodynamic probe design criteria are proposed that are based on the free energy of the probe-target complex at the hybridization temperature rather than its melting temperature. Finally, this chapter notes and discusses an emerging trend in recent computational work toward a focus on signal interpretation rather than probe sequence design.
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Affiliation(s)
- David P Kreil
- Department of Biotechnology, University of Natural Resources and Applied Life Sciences, Vienna, Austria
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Binder H, Preibisch S, Kirsten T. Base pair interactions and hybridization isotherms of matched and mismatched oligonucleotide probes on microarrays. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2005; 21:9287-302. [PMID: 16171364 DOI: 10.1021/la051231s] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The microarray technology enables the expression degree of thousands of genes to be estimated at once by the measurement of the abundance of the respective messenger RNA. This method is based on the sequence specific binding of RNA to DNA probes and its detection using fluorescent labels. The raw intensity data are affected by the sequence-specific affinity of probe and RNA for duplex formation, by the background intensity due to nonspecific hybridization at small transcript concentrations and by the saturation of the probes at high transcript concentration owing to surface adsorption. We address these issues using a binding model which describes specific and nonspecific hybridization in terms of a competitive two-species Langmuir isotherm and DNA/RNA duplex formation in terms of sequence-specific, single-base related interactions. The GeneChip microarrays technology uses pairs of so-called perfect match (PM) and mismatch (MM) oligonucleotide probes to estimate the amount of nonspecific hybridization. The mean affinity of the probes decrease according to PM(specific) > MM(specific) >> PM(nonspecific) approximately MM(nonspecific). The stability of specific and nonspecific DNA/RNA duplexes is mainly determined by Watson Crick (WC) pairings. Mismatched self-complementary pairings in the middle of the MM sequence only weakly contribute to the duplex stability. The asymmetry of base pair interaction in the DNA/RNA hybrid duplexes gives rise to a duplet-like symmetry of the PM - MM intensity difference at dominating nonspecific hybridization and a triplet-like symmetry at specific hybridization. The signal intensities of the PM and MM probes and their difference are assessed in terms of sensitivity and specificity. The presented results imply the refinement of existing algorithms of probe level analysis to correct microarray data for nonspecific background intensities and saturation on the basis of the probe sequence.
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Affiliation(s)
- Hans Binder
- Interdisciplinary Centre for Bioinformatics, University of Leipzig, Haertelstrasse 16-18, D-04107 Leipzig, Germany.
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Binder H, Preibisch S. Specific and nonspecific hybridization of oligonucleotide probes on microarrays. Biophys J 2005; 89:337-52. [PMID: 15834006 PMCID: PMC1366534 DOI: 10.1529/biophysj.104.055343] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Gene expression analysis by means of microarrays is based on the sequence-specific binding of RNA to DNA oligonucleotide probes and its measurement using fluorescent labels. The binding of RNA fragments involving sequences other than the intended target is problematic because it adds a chemical background to the signal, which is not related to the expression degree of the target gene. The article presents a molecular signature of specific and nonspecific hybridization with potential consequences for gene expression analysis. We analyzed the signal intensities of perfect match (PM) and mismatch (MM) probes of GeneChip microarrays to specify the effect of specific and nonspecific hybridization. We found that these events give rise to different relations between the PM and MM intensities as function of the middle base of the PM, namely a triplet-like (C > G approximately T > A > 0) and a duplet-like (C approximately T > 0 > G approximately A) pattern of the PM-MM log-intensity difference upon binding of specific and nonspecific RNA fragments, respectively. The systematic behavior of the intensity difference can be rationalized on the level of basepairings of DNA/RNA oligonucleotide duplexes in the middle of the probe sequence. Nonspecific binding is characterized by the reversal of the central Watson-Crick (WC) pairing for each PM/MM probe pair, whereas specific binding refers to the combination of a WC and a self-complementary (SC) pairing in PM and MM probes, respectively. The Gibbs free energy contribution of WC pairs to duplex stability is asymmetric for purines and pyrimidines of the PM and decreases according to C > G approximately T > A. SC pairings on the average only weakly contribute to duplex stability. The intensity of complementary MM introduces a systematic source of variation which decreases the precision of expression measures based on the MM intensities.
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Affiliation(s)
- Hans Binder
- Interdisciplinary Centre for Bioinformatics, University of Leipzig, Leipzig, Germany.
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Schwonbeck S, Krause-Griep A, Gajovic-Eichelmann N, Ehrentreich-Förster E, Meinl W, Glatt H, Bier FF. Cohort analysis of a single nucleotide polymorphism on DNA chips. Biosens Bioelectron 2005; 20:956-66. [PMID: 15530792 DOI: 10.1016/j.bios.2004.06.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
A method has been developed to determine SNPs on DNA chips by applying a flow-through bioscanner. As a practical application we demonstrated the fast and simple SNP analysis of 24 genotypes in an array of 96 spots with a single hybridisation and dissociation experiment. The main advantage of this methodical concept is the parallel and fast analysis without any need of enzymatic digestion. Additionally, the DNA chip format used is appropriate for parallel analysis up to 400 spots. The polymorphism in the gene of the human phenol sulfotransferase SULT1A1 was studied as a model SNP. Biotinylated PCR products containing the SNP (The SNP summary web site: ) (mutant) and those containing no mutation (wild-type) were brought onto the chips coated with NeutrAvidin using non-contact spotting. This was followed by an analysis which was carried out in a flow-through biochip scanner while constantly rinsing with buffer. After removing the non-biotinylated strand a fluorescent probe was hybridised, which is complementary to the wild-type sequence. If this probe binds to a mutant sequence, then one single base is not fully matching. Thereby, the mismatched hybrid (mutant) is less stable than the full-matched hybrid (wild-type). The final step after hybridisation on the chip involves rinsing with a buffer to start dissociation of the fluorescent probe from the immobilised DNA strand. The online measurement of the fluorescence intensity by the biochip scanner provides the possibility to follow the kinetics of the hybridisation and dissociation processes. According to the different stability of the full-match and the mismatch, either visual discrimination or kinetic analysis is possible to distinguish SNP-containing sequence from the wild-type sequence.
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Affiliation(s)
- Susanne Schwonbeck
- Department of Molecular Bioanalytics and Bioelectronics, Fraunhofer Institute for Biomedical Engineering, Arthur-Scheunert-Allee 114-116, D-14558 Nuthetal, Germany
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Sekar MMA, Bloch W, St John PM. Comparative study of sequence-dependent hybridization kinetics in solution and on microspheres. Nucleic Acids Res 2005; 33:366-75. [PMID: 15653637 PMCID: PMC546151 DOI: 10.1093/nar/gki163] [Citation(s) in RCA: 55] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2004] [Revised: 10/22/2004] [Accepted: 12/13/2004] [Indexed: 01/30/2023] Open
Abstract
Hybridization kinetics of DNA sequences with known secondary structures and random sequences designed with similar melting temperatures were studied in solution and when one strand was bound to 5 mum silica microspheres. The rates of hybridization followed second-order kinetics and were measured spectrophotometrically in solution and fluorometrically in the solid phase. In solution, the rate constants for the model sequences varied by almost two orders of magnitude, with a decrease in the rate constant with increasing amounts of secondary structure in the target sequence. The random sequences also showed over an order of magnitude difference in the rate constant. In contrast, the hybridization experiments in the solid phase with the same model sequences showed almost no change in the rate constant. Solid phase rate constants were approximately three orders of magnitude lower compared with the solution phase constants for sequences with little or no single-stranded structure. Sequences with a known secondary structure yielded solution phase rate constants as low as 3 x 10(3) M(-1) s(-1) with solid phase rate constants for the same sequences measured at 2.5 x 10(2) M(-1) s(-1). The results from these experiments indicate that (i) solid phase hybridization occurs three orders of magnitude slower than solution phase, (ii) trends observed in structure-dependent kinetics of solution phase hybridization may not be applicable to solid phase hybridization and (iii) model probes with known secondary structure decrease reaction rates; however, even random sequences with no known internal single-stranded structure can yield a broad range of reaction rates.
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Affiliation(s)
- Michael M. A. Sekar
- Department of Chemistry, State University of New York at New Paltz75 S. Manheim Blvd, New Paltz, NY 12561, USA
| | - Will Bloch
- Department of Chemistry, State University of New York at New Paltz75 S. Manheim Blvd, New Paltz, NY 12561, USA
| | - Pamela M. St John
- Department of Chemistry, State University of New York at New Paltz75 S. Manheim Blvd, New Paltz, NY 12561, USA
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Dodge A, Turcatti G, Lawrence I, de Rooij NF, Verpoorte E. A microfluidic platform using molecular beacon-based temperature calibration for thermal dehybridization of surface-bound DNA. Anal Chem 2004; 76:1778-87. [PMID: 15018583 DOI: 10.1021/ac034377+] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
This work presents a simple microfluidic device with an integrated thin-film heater for studies of DNA hybridization kinetics and double-stranded DNA melting temperature measurements. The heating characteristics of the device were evaluated with a novel, noninvasive indirect technique using molecular beacons as temperature probes inside reaction chambers. This is the first microfluidic device in which thermal dehybridization of surface-bound oligonucleotides was performed for measurement of double-stranded DNA melting temperatures with +/- 1 degrees C precision. Surface modification and oligonucleotide immobilization were performed by continuously flowing reagents through the microchannels. The resulting reproducibility of oligonucleotide surface densities, at 9% RSD, was better than for the same modification chemistries on glass slides in unstirred reagent solutions (RSD=20%). Moreover, the surface density of immobilized DNA probe molecules could be varied controllably by changing the concentration of the reagent solution used for immobilization. Thus, excellent control of surface characteristics was made possible, something which is often difficult to achieve with larger devices. Solid-phase hybridization reactions, a fundamental aspect of microarray technologies often taking several hours in conventional systems, were reduced to minutes in this device. It was also possible to determine forward rate constants for hybridization, k. These varied from 820,000 to 72,000 M(-1) s(-1), decreasing as surface densities increased. Surface densities could therefore be optimized to obtain rapid hybridization using such an approach. Taken together, this combined microfluidic/small-volume heating approach represents a powerful tool for surface-based DNA analysis.
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Affiliation(s)
- Arash Dodge
- Sensors, Actuators and Microsystems Laboratory, Institute of Microtechnology, University of Neuchâtel, Rue Jaquet-Droz 1, CH-2007 Neuchâtel, Switzerland
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Watterson JH, Raha S, Kotoris CC, Wust CC, Gharabaghi F, Jantzi SC, Haynes NK, Gendron NH, Krull UJ, Mackenzie AE, Piunno PAE. Rapid detection of single nucleotide polymorphisms associated with spinal muscular atrophy by use of a reusable fibre-optic biosensor. Nucleic Acids Res 2004; 32:e18. [PMID: 14742865 PMCID: PMC373370 DOI: 10.1093/nar/gnh013] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2003] [Revised: 11/06/2003] [Accepted: 12/02/2003] [Indexed: 12/21/2022] Open
Abstract
Rapid (<2 min) and quantitative genotyping for single nucleotide polymorphisms (SNPs) associated with spinal muscular atrophy was done using a reusable (approximately 80 cycles of application) fibre-optic biosensor over a clinically relevant range (0-4 gene copies). Sensors were functionalized with oligonucleotide probes immobilized at high density (approximately 7 pmol/cm2) to impart enhanced selectivity for SNP discrimination and used in a total internal reflection fluorescence detection motif to detect 202 bp PCR amplicons from patient samples. Real-time detection may be done over a range of ionic strength conditions (0.1-1.0 M) without stringency rinsing to remove non-selectively bound materials and without loss of selectivity, permitting a means for facile sample preparation. By using the time-derivative of fluorescence intensity as the analytical parameter, linearity of response may be maintained while allowing for significant reductions in analysis time (10-100-fold), permitting for the completion of measurements in under 1 min.
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Affiliation(s)
- James H Watterson
- Chemical Sensors Group, University of Toronto at Mississauga, 3359 Mississauga Road North, Mississauga, Ontario, Canada
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Abstract
The marriage of microfluidics with detection technologies that rely on highly selective nucleic acid hybridization will provide improvements in bioanalytical methods for purposes such as detection of pathogens or mutations and drug screening. The capability to deliver samples in a controlled manner across a two-dimensional hybridization detection platform represents a substantial technical challenge in the development of quantitative and reusable biochips. General theoretical and numerical models of heterogeneous hybridization kinetics are required in order to design and optimize such biochips and to develop a quantitative method for online interpretation of experimental results. In this work we propose a general kinetic model of heterogeneous hybridization and develop a technique for estimating the kinetic coefficients for the case of well-spaced, noninteracting surface-bound probes. The experimentally verified model is then incorporated into the BLOCS (biolab-on-a-chip simulation) 3D microfluidics finite element code and used to model the dynamic hybridization on a biochip surface in the presence of a temperature gradient. These simulations demonstrate how such a device can be used to discriminate between fully complementary and single-base-pair mismatched hybridization using fluorescence detection by interpretation of the unique spatially resolved intensity pattern. It is also shown how the dynamic transport of the targets is likely to affect the rate and location of hybridization as well as that, although nonspecific hybridization is present, the change in the concentration of hybridized targets over the sensor platform is sufficiently high to determine if a fully complementary match is present. Practical design information such as the optimum transport speed, target concentration, and channel height is presented. The results presented here will aid in the interpretation of results obtained with such a temperature-gradient biochip.
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Affiliation(s)
- David Erickson
- Department of Mechanical and Industrial Engineering, University of Toronto, 5 Kings College Road, Toronto, Ont. M5S 3G8, Canada
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Kajiyama T, Miyahara Y, Kricka LJ, Wilding P, Graves DJ, Surrey S, Fortina P. Genotyping on a thermal gradient DNA chip. Genome Res 2003; 13:467-75. [PMID: 12618377 PMCID: PMC430268 DOI: 10.1101/gr.790603] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Silicon-based chips with discrete, independently temperature-controlled islands have been developed for use in DNA microarray hybridization studies. Each island, containing a heater made of a diffusion layer and a temperature sensor based on a p-n junction, is created on a silicon dioxide/nitride surface by anisotropic etching. Different reactive groups are subsequently added to the surface of the islands, and allele-specific oligonucleotide probes are attached to discrete spots on the chip. Hybridization is performed with Cy5-tagged single-stranded targets derived by PCR from genomic DNA. Results are assessed by measuring fluorescence of bound dye-tagged targets after hybridization and washing. Temperatures at each island can be set at different values to obtain optimal distinction between perfect matches and mismatches. This approach facilitates definition of optimal temperatures for probe/target annealing and for distinction between perfectly matched versus mismatched solution-phase targets. The thermal gradient DNA chips were then tested for genotyping, and the results for four different loci in two genes are presented. Unambiguous typing was achieved for clinically relevant loci within the factor VII and hemochromatosis genes.
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Affiliation(s)
- Tomoharu Kajiyama
- Department of Pediatrics, The Children's Hospital of Philadelphia and University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania 19104, USA
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Mao H, Holden MA, You M, Cremer PS. Reusable platforms for high-throughput on-chip temperature gradient assays. Anal Chem 2002; 74:5071-5. [PMID: 12380832 DOI: 10.1021/ac025851z] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
This paper describes a reusable platform that can apply a linear temperature gradient to a lab-on-a-chip device. When a planar microfluidic device with a series of microchannels is placed on top of the platform with the channels perpendicular to the gradient, each channel is held at a discrete temperature. This allows temperature-dependent data for chemical or biochemical species flowed into the device to be obtained in a concurrent fashion. As a demonstration, a melting curve for dsDNA is performed by collecting all the data simultaneously. The gradient is stable enough to easily distinguish between 30-mers where the complement strand contains a single C-A mismatch or a single T-G mismatch or is a perfect match. On the other hand, a temperature gradient can be formed parallel to the direction of flow of the microchannels. This allows the temperature in each channel to vary continuously as the liquid flows downstream. If each microchannel in the array contains a distinct pH value, ionic strength, species concentration, or chemical composition, then a high-throughput two-variable experiment can be performed. We demonstrate this mode of data collection by measuring the fluorescence yield of fluorescein dye molecules in aqueous solution simultaneously as a function of concentration and temperature.
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Affiliation(s)
- Hanbin Mao
- Department of Chemistry, Texas A&M University, College Station 77843, USA
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