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Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)

MicroRNAs (miRNA) are endogenous tissue-specific short RNAs that regulate gene expression. Discriminating each let-7 family member expression is especially important due to let-7's abundance and connection with development and cancer. However, short lengths (22 nt) and similarities between mult...

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Autores principales: Lee, Inhan, Ajay, Subramanian S., Chen, Haiming, Maruyama, Atsushi, Wang, Nulang, McInnis, Melvin G., Athey, Brian D.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2275156/
https://www.ncbi.nlm.nih.gov/pubmed/18208839
http://dx.doi.org/10.1093/nar/gkm1165
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author Lee, Inhan
Ajay, Subramanian S.
Chen, Haiming
Maruyama, Atsushi
Wang, Nulang
McInnis, Melvin G.
Athey, Brian D.
author_facet Lee, Inhan
Ajay, Subramanian S.
Chen, Haiming
Maruyama, Atsushi
Wang, Nulang
McInnis, Melvin G.
Athey, Brian D.
author_sort Lee, Inhan
collection PubMed
description MicroRNAs (miRNA) are endogenous tissue-specific short RNAs that regulate gene expression. Discriminating each let-7 family member expression is especially important due to let-7's abundance and connection with development and cancer. However, short lengths (22 nt) and similarities between multiple sequences have prevented identification of individual members. Here, we present ProDeG, a computational algorithm which designs imperfectly matched sequences (previously yielding only noise levels in microarray experiments) for genome-wide microarray “signal” probes to discriminate single nucleotide differences and to improve probe qualities. Our probes for the entire let-7 family are both homogeneous and specific, verified using microarray signals from fluorescent dye-tagged oligonucleotides corresponding to the let-7 family, demonstrating the power of our algorithm. In addition, false let-7c signals from conventional perfectly-matched probes were identified in lymphoblastoid cell-line samples through comparison with our probe-set signals, raising concerns about false let-7 family signals in conventional microarray platform.
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spelling pubmed-22751562008-04-07 Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG) Lee, Inhan Ajay, Subramanian S. Chen, Haiming Maruyama, Atsushi Wang, Nulang McInnis, Melvin G. Athey, Brian D. Nucleic Acids Res Methods Online MicroRNAs (miRNA) are endogenous tissue-specific short RNAs that regulate gene expression. Discriminating each let-7 family member expression is especially important due to let-7's abundance and connection with development and cancer. However, short lengths (22 nt) and similarities between multiple sequences have prevented identification of individual members. Here, we present ProDeG, a computational algorithm which designs imperfectly matched sequences (previously yielding only noise levels in microarray experiments) for genome-wide microarray “signal” probes to discriminate single nucleotide differences and to improve probe qualities. Our probes for the entire let-7 family are both homogeneous and specific, verified using microarray signals from fluorescent dye-tagged oligonucleotides corresponding to the let-7 family, demonstrating the power of our algorithm. In addition, false let-7c signals from conventional perfectly-matched probes were identified in lymphoblastoid cell-line samples through comparison with our probe-set signals, raising concerns about false let-7 family signals in conventional microarray platform. Oxford University Press 2008-03 2008-01-21 /pmc/articles/PMC2275156/ /pubmed/18208839 http://dx.doi.org/10.1093/nar/gkm1165 Text en © 2008 The Author(s) http://creativecommons.org/licenses/by-nc/2.0/uk/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.0/uk/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Lee, Inhan
Ajay, Subramanian S.
Chen, Haiming
Maruyama, Atsushi
Wang, Nulang
McInnis, Melvin G.
Athey, Brian D.
Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)
title Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)
title_full Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)
title_fullStr Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)
title_full_unstemmed Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)
title_short Discriminating single-base difference miRNA expressions using microarray Probe Design Guru (ProDeG)
title_sort discriminating single-base difference mirna expressions using microarray probe design guru (prodeg)
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2275156/
https://www.ncbi.nlm.nih.gov/pubmed/18208839
http://dx.doi.org/10.1093/nar/gkm1165
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