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Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors

The alignment of primary sequences is a fundamental step in the analysis of protein structure, function, and evolution, and in the generation of homology-based models. Integral membrane proteins pose a significant challenge for such sequence alignment approaches, because their evolutionary relations...

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Autores principales: Staritzbichler, René, Sarti, Edoardo, Yaklich, Emily, Aleksandrova, Antoniya, Stamm, Marcus, Khafizov, Kamil, Forrest, Lucy R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087094/
https://www.ncbi.nlm.nih.gov/pubmed/33930031
http://dx.doi.org/10.1371/journal.pone.0239881
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author Staritzbichler, René
Sarti, Edoardo
Yaklich, Emily
Aleksandrova, Antoniya
Stamm, Marcus
Khafizov, Kamil
Forrest, Lucy R.
author_facet Staritzbichler, René
Sarti, Edoardo
Yaklich, Emily
Aleksandrova, Antoniya
Stamm, Marcus
Khafizov, Kamil
Forrest, Lucy R.
author_sort Staritzbichler, René
collection PubMed
description The alignment of primary sequences is a fundamental step in the analysis of protein structure, function, and evolution, and in the generation of homology-based models. Integral membrane proteins pose a significant challenge for such sequence alignment approaches, because their evolutionary relationships can be very remote, and because a high content of hydrophobic amino acids reduces their complexity. Frequently, biochemical or biophysical data is available that informs the optimum alignment, for example, indicating specific positions that share common functional or structural roles. Currently, if those positions are not correctly matched by a standard pairwise sequence alignment procedure, the incorporation of such information into the alignment is typically addressed in an ad hoc manner, with manual adjustments. However, such modifications are problematic because they reduce the robustness and reproducibility of the aligned regions either side of the newly matched positions. Previous studies have introduced restraints as a means to impose the matching of positions during sequence alignments, originally in the context of genome assembly. Here we introduce position restraints, or “anchors” as a feature in our alignment tool AlignMe, providing an aid to pairwise global sequence alignment of alpha-helical membrane proteins. Applying this approach to realistic scenarios involving distantly-related and low complexity sequences, we illustrate how the addition of anchors can be used to modify alignments, while still maintaining the reproducibility and rigor of the rest of the alignment. Anchored alignments can be generated using the online version of AlignMe available at www.bioinfo.mpg.de/AlignMe/.
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spelling pubmed-80870942021-05-06 Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors Staritzbichler, René Sarti, Edoardo Yaklich, Emily Aleksandrova, Antoniya Stamm, Marcus Khafizov, Kamil Forrest, Lucy R. PLoS One Research Article The alignment of primary sequences is a fundamental step in the analysis of protein structure, function, and evolution, and in the generation of homology-based models. Integral membrane proteins pose a significant challenge for such sequence alignment approaches, because their evolutionary relationships can be very remote, and because a high content of hydrophobic amino acids reduces their complexity. Frequently, biochemical or biophysical data is available that informs the optimum alignment, for example, indicating specific positions that share common functional or structural roles. Currently, if those positions are not correctly matched by a standard pairwise sequence alignment procedure, the incorporation of such information into the alignment is typically addressed in an ad hoc manner, with manual adjustments. However, such modifications are problematic because they reduce the robustness and reproducibility of the aligned regions either side of the newly matched positions. Previous studies have introduced restraints as a means to impose the matching of positions during sequence alignments, originally in the context of genome assembly. Here we introduce position restraints, or “anchors” as a feature in our alignment tool AlignMe, providing an aid to pairwise global sequence alignment of alpha-helical membrane proteins. Applying this approach to realistic scenarios involving distantly-related and low complexity sequences, we illustrate how the addition of anchors can be used to modify alignments, while still maintaining the reproducibility and rigor of the rest of the alignment. Anchored alignments can be generated using the online version of AlignMe available at www.bioinfo.mpg.de/AlignMe/. Public Library of Science 2021-04-30 /pmc/articles/PMC8087094/ /pubmed/33930031 http://dx.doi.org/10.1371/journal.pone.0239881 Text en https://creativecommons.org/publicdomain/zero/1.0/This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 (https://creativecommons.org/publicdomain/zero/1.0/) public domain dedication.
spellingShingle Research Article
Staritzbichler, René
Sarti, Edoardo
Yaklich, Emily
Aleksandrova, Antoniya
Stamm, Marcus
Khafizov, Kamil
Forrest, Lucy R.
Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
title Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
title_full Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
title_fullStr Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
title_full_unstemmed Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
title_short Refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
title_sort refining pairwise sequence alignments of membrane proteins by the incorporation of anchors
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8087094/
https://www.ncbi.nlm.nih.gov/pubmed/33930031
http://dx.doi.org/10.1371/journal.pone.0239881
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