Literature DB >> 16940474

Computer simulation study of molecular recognition in model DNA microarrays.

Arthi Jayaraman1, Carol K Hall, Jan Genzer.   

Abstract

DNA microarrays have been widely adopted by the scientific community for a variety of applications. To improve the performance of microarrays there is a need for a fundamental understanding of the interplay between the various factors that affect microarray sensitivity and specificity. We use lattice Monte Carlo simulations to study the thermodynamics and kinetics of hybridization of single-stranded target genes in solution with complementary probe DNA molecules immobilized on a microarray surface. The target molecules in our system contain 48 segments and the probes tethered on a hard surface contain 8-24 segments. The segments on the probe and target are distinct and each segment represents a sequence of nucleotides ( approximately 11 nucleotides). Each probe segment interacts exclusively with its unique complementary target segment with a single hybridization energy; all other interactions are zero. We examine how the probe length, temperature, or hybridization energy, and the stretch along the target that the probe segments complement, affect the extent of hybridization. For systems containing single probe and single target molecules, we observe that as the probe length increases, the probability of binding all probe segments to the target decreases, implying that the specificity decreases. We observe that probes 12-16 segments ( approximately 132-176 nucleotides) long gave the highest specificity and sensitivity. This agrees with the experimental results obtained by another research group, who found an optimal probe length of 150 nucleotides. As the hybridization energy increases, the longer probes are able to bind all their segments to the target, thus improving their specificity. The hybridization kinetics reveals that the segments at the ends of the probe are most likely to start the hybridization. The segments toward the center of the probe remain bound to the target for a longer time than the segments at the ends of the probe.

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Year:  2006        PMID: 16940474      PMCID: PMC1557571          DOI: 10.1529/biophysj.106.086173

Source DB:  PubMed          Journal:  Biophys J        ISSN: 0006-3495            Impact factor:   4.033


  44 in total

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Review 4.  Molecular dynamics applied to nucleic acids.

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Journal:  Biophys J       Date:  1997-12       Impact factor: 4.033

7.  Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays.

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8.  Computer simulation of DNA double-helix dynamics.

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9.  Designing better probes: effect of probe size, mismatch position and number on hybridization in DNA oligonucleotide microarrays.

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Journal:  J Microbiol Methods       Date:  2004-05       Impact factor: 2.363

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  5 in total

1.  Analysis of a DNA simulation model through hairpin melting experiments.

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2.  Coarse-Grained Brownian Dynamics Simulations of the 10-23 DNAzyme.

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Journal:  Biophys J       Date:  2009-11-18       Impact factor: 4.033

3.  Kinetic mechanisms in morpholino-DNA surface hybridization.

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4.  Submillimetre Network Formation by Light-induced Hybridization of Zeptomole-level DNA.

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Review 5.  Specificity of DNA microarray hybridization: characterization, effectors and approaches for data correction.

Authors:  Hinanit Koltai; Carmiya Weingarten-Baror
Journal:  Nucleic Acids Res       Date:  2008-02-24       Impact factor: 16.971

  5 in total

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