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PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use

We present a versatile user-friendly software tool, PolyAlign, for the alignment of multiple LC-MS signal maps with the option of manual landmark setting or automated alignment. One of the spectral images is selected as a reference map, and after manually setting the landmarks, the program warps the...

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Autores principales: Vähämaa, Heidi, Koskinen, Ville R., Hosia, Waltteri, Moulder, Robert, Nevalainen, Olli S., Lahesmaa, Riitta, Aittokallio, Tero, Salmi, Jussi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3200137/
https://www.ncbi.nlm.nih.gov/pubmed/22084688
http://dx.doi.org/10.1155/2011/450290
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author Vähämaa, Heidi
Koskinen, Ville R.
Hosia, Waltteri
Moulder, Robert
Nevalainen, Olli S.
Lahesmaa, Riitta
Aittokallio, Tero
Salmi, Jussi
author_facet Vähämaa, Heidi
Koskinen, Ville R.
Hosia, Waltteri
Moulder, Robert
Nevalainen, Olli S.
Lahesmaa, Riitta
Aittokallio, Tero
Salmi, Jussi
author_sort Vähämaa, Heidi
collection PubMed
description We present a versatile user-friendly software tool, PolyAlign, for the alignment of multiple LC-MS signal maps with the option of manual landmark setting or automated alignment. One of the spectral images is selected as a reference map, and after manually setting the landmarks, the program warps the images using either polynomial or Hermite transformation. The software provides an option for automated landmark finding. The software includes a very fast zoom-in function synchronized between the images, which facilitate detecting correspondences between the adjacent images. Such an interactive visual process enables the analyst to decide when the alignment is satisfactory and to correct known irregularities. We demonstrate that the software provides significant improvements in the alignment of LC-MALDI data, with 10–15 landmark pairs, and it is also applicable to correcting electrospray LC-MS data. The results with practical data show substantial improvement in peak alignment compared to MZmine, which was among the best analysis packages in a recent assessment. The PolyAlign software is freely available and easily accessible as an integrated component of the popular MZmine software, and also as a simpler stand-alone Perl implementation to preview data and apply landmark directed polynomial transformation.
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spelling pubmed-32001372011-11-14 PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use Vähämaa, Heidi Koskinen, Ville R. Hosia, Waltteri Moulder, Robert Nevalainen, Olli S. Lahesmaa, Riitta Aittokallio, Tero Salmi, Jussi Int J Proteomics Research Article We present a versatile user-friendly software tool, PolyAlign, for the alignment of multiple LC-MS signal maps with the option of manual landmark setting or automated alignment. One of the spectral images is selected as a reference map, and after manually setting the landmarks, the program warps the images using either polynomial or Hermite transformation. The software provides an option for automated landmark finding. The software includes a very fast zoom-in function synchronized between the images, which facilitate detecting correspondences between the adjacent images. Such an interactive visual process enables the analyst to decide when the alignment is satisfactory and to correct known irregularities. We demonstrate that the software provides significant improvements in the alignment of LC-MALDI data, with 10–15 landmark pairs, and it is also applicable to correcting electrospray LC-MS data. The results with practical data show substantial improvement in peak alignment compared to MZmine, which was among the best analysis packages in a recent assessment. The PolyAlign software is freely available and easily accessible as an integrated component of the popular MZmine software, and also as a simpler stand-alone Perl implementation to preview data and apply landmark directed polynomial transformation. Hindawi Publishing Corporation 2011 2011-04-19 /pmc/articles/PMC3200137/ /pubmed/22084688 http://dx.doi.org/10.1155/2011/450290 Text en Copyright © 2011 Heidi Vähämaa et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Vähämaa, Heidi
Koskinen, Ville R.
Hosia, Waltteri
Moulder, Robert
Nevalainen, Olli S.
Lahesmaa, Riitta
Aittokallio, Tero
Salmi, Jussi
PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use
title PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use
title_full PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use
title_fullStr PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use
title_full_unstemmed PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use
title_short PolyAlign: A Versatile LC-MS Data Alignment Tool for Landmark-Selected and -Automated Use
title_sort polyalign: a versatile lc-ms data alignment tool for landmark-selected and -automated use
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3200137/
https://www.ncbi.nlm.nih.gov/pubmed/22084688
http://dx.doi.org/10.1155/2011/450290
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