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Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study
Sequence comparison is critical for the functional assignment of newly identified protein genes. As uncharacterized protein sequences accumulate, there is an increasing need for sensitive tools for their classification. Here, we present a novel multidimensional scaling pipeline, PaSiMap, which creat...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529554/ https://www.ncbi.nlm.nih.gov/pubmed/36212532 http://dx.doi.org/10.1016/j.csbj.2022.09.034 |
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author | Su, Kathy Mayans, Olga Diederichs, Kay Fleming, Jennifer R. |
author_facet | Su, Kathy Mayans, Olga Diederichs, Kay Fleming, Jennifer R. |
author_sort | Su, Kathy |
collection | PubMed |
description | Sequence comparison is critical for the functional assignment of newly identified protein genes. As uncharacterized protein sequences accumulate, there is an increasing need for sensitive tools for their classification. Here, we present a novel multidimensional scaling pipeline, PaSiMap, which creates a map of pairwise sequence similarities. Uniquely, PaSiMap distinguishes between unique and shared features, allowing for a distinct view of protein-sequence relationships. We demonstrate PaSiMap’s efficiency in detecting sequence groups and outliers using titin’s 169 immunoglobulin (Ig) domains. We show that Ig domain similarity is hierarchical, being firstly determined by chain location, then by the loop features of the Ig fold and, finally, by super-repeat position. The existence of a previously unidentified domain repeat in the distal, constitutive I-band is revealed. Prototypic Igs, plus notable outliers, are identified and thereby domain classification improved. This re-classification can now guide future molecular research. In summary, we demonstrate that PaSiMap is a sensitive tool for the classification of protein sequences, which adds a new perspective in the understanding of inter-protein relationships. PaSiMap is applicable to any biological system defined by a linear sequence, including polynucleotide chains. |
format | Online Article Text |
id | pubmed-9529554 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-95295542022-10-06 Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study Su, Kathy Mayans, Olga Diederichs, Kay Fleming, Jennifer R. Comput Struct Biotechnol J Research Article Sequence comparison is critical for the functional assignment of newly identified protein genes. As uncharacterized protein sequences accumulate, there is an increasing need for sensitive tools for their classification. Here, we present a novel multidimensional scaling pipeline, PaSiMap, which creates a map of pairwise sequence similarities. Uniquely, PaSiMap distinguishes between unique and shared features, allowing for a distinct view of protein-sequence relationships. We demonstrate PaSiMap’s efficiency in detecting sequence groups and outliers using titin’s 169 immunoglobulin (Ig) domains. We show that Ig domain similarity is hierarchical, being firstly determined by chain location, then by the loop features of the Ig fold and, finally, by super-repeat position. The existence of a previously unidentified domain repeat in the distal, constitutive I-band is revealed. Prototypic Igs, plus notable outliers, are identified and thereby domain classification improved. This re-classification can now guide future molecular research. In summary, we demonstrate that PaSiMap is a sensitive tool for the classification of protein sequences, which adds a new perspective in the understanding of inter-protein relationships. PaSiMap is applicable to any biological system defined by a linear sequence, including polynucleotide chains. Research Network of Computational and Structural Biotechnology 2022-09-26 /pmc/articles/PMC9529554/ /pubmed/36212532 http://dx.doi.org/10.1016/j.csbj.2022.09.034 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Research Article Su, Kathy Mayans, Olga Diederichs, Kay Fleming, Jennifer R. Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study |
title | Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study |
title_full | Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study |
title_fullStr | Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study |
title_full_unstemmed | Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study |
title_short | Pairwise sequence similarity mapping with PaSiMap: Reclassification of immunoglobulin domains from titin as case study |
title_sort | pairwise sequence similarity mapping with pasimap: reclassification of immunoglobulin domains from titin as case study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9529554/ https://www.ncbi.nlm.nih.gov/pubmed/36212532 http://dx.doi.org/10.1016/j.csbj.2022.09.034 |
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