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Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion

BACKGROUND: The hybridization of nucleic acid targets with surface-immobilized probes is a widely used assay for the parallel detection of multiple targets in medical and biological research. Despite its widespread application, DNA microarray technology still suffers from several biases and lack of...

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Autores principales: Steger, Doris, Berry, David, Haider, Susanne, Horn, Matthias, Wagner, Michael, Stocker, Roman, Loy, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3157431/
https://www.ncbi.nlm.nih.gov/pubmed/21858215
http://dx.doi.org/10.1371/journal.pone.0023727
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author Steger, Doris
Berry, David
Haider, Susanne
Horn, Matthias
Wagner, Michael
Stocker, Roman
Loy, Alexander
author_facet Steger, Doris
Berry, David
Haider, Susanne
Horn, Matthias
Wagner, Michael
Stocker, Roman
Loy, Alexander
author_sort Steger, Doris
collection PubMed
description BACKGROUND: The hybridization of nucleic acid targets with surface-immobilized probes is a widely used assay for the parallel detection of multiple targets in medical and biological research. Despite its widespread application, DNA microarray technology still suffers from several biases and lack of reproducibility, stemming in part from an incomplete understanding of the processes governing surface hybridization. In particular, non-random spatial variations within individual microarray hybridizations are often observed, but the mechanisms underpinning this positional bias remain incompletely explained. METHODOLOGY/PRINCIPAL FINDINGS: This study identifies and rationalizes a systematic spatial bias in the intensity of surface hybridization, characterized by markedly increased signal intensity of spots located at the boundaries of the spotted areas of the microarray slide. Combining observations from a simplified single-probe block array format with predictions from a mathematical model, the mechanism responsible for this bias is found to be a position-dependent variation in lateral diffusion of target molecules. Numerical simulations reveal a strong influence of microarray well geometry on the spatial bias. CONCLUSIONS: Reciprocal adjustment of the size of the microarray hybridization chamber to the area of surface-bound probes is a simple and effective measure to minimize or eliminate the diffusion-based bias, resulting in increased uniformity and accuracy of quantitative DNA microarray hybridization.
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spelling pubmed-31574312011-08-19 Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion Steger, Doris Berry, David Haider, Susanne Horn, Matthias Wagner, Michael Stocker, Roman Loy, Alexander PLoS One Research Article BACKGROUND: The hybridization of nucleic acid targets with surface-immobilized probes is a widely used assay for the parallel detection of multiple targets in medical and biological research. Despite its widespread application, DNA microarray technology still suffers from several biases and lack of reproducibility, stemming in part from an incomplete understanding of the processes governing surface hybridization. In particular, non-random spatial variations within individual microarray hybridizations are often observed, but the mechanisms underpinning this positional bias remain incompletely explained. METHODOLOGY/PRINCIPAL FINDINGS: This study identifies and rationalizes a systematic spatial bias in the intensity of surface hybridization, characterized by markedly increased signal intensity of spots located at the boundaries of the spotted areas of the microarray slide. Combining observations from a simplified single-probe block array format with predictions from a mathematical model, the mechanism responsible for this bias is found to be a position-dependent variation in lateral diffusion of target molecules. Numerical simulations reveal a strong influence of microarray well geometry on the spatial bias. CONCLUSIONS: Reciprocal adjustment of the size of the microarray hybridization chamber to the area of surface-bound probes is a simple and effective measure to minimize or eliminate the diffusion-based bias, resulting in increased uniformity and accuracy of quantitative DNA microarray hybridization. Public Library of Science 2011-08-17 /pmc/articles/PMC3157431/ /pubmed/21858215 http://dx.doi.org/10.1371/journal.pone.0023727 Text en Steger et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Steger, Doris
Berry, David
Haider, Susanne
Horn, Matthias
Wagner, Michael
Stocker, Roman
Loy, Alexander
Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion
title Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion
title_full Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion
title_fullStr Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion
title_full_unstemmed Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion
title_short Systematic Spatial Bias in DNA Microarray Hybridization Is Caused by Probe Spot Position-Dependent Variability in Lateral Diffusion
title_sort systematic spatial bias in dna microarray hybridization is caused by probe spot position-dependent variability in lateral diffusion
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3157431/
https://www.ncbi.nlm.nih.gov/pubmed/21858215
http://dx.doi.org/10.1371/journal.pone.0023727
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