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An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry

The modern sequencing technologies are generating large volumes of information at the transcriptome and genome level. Translation of this information into a biological meaning is far behind the race due to which a significant portion of proteins discovered remain as proteins of unknown function (PUF...

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Autores principales: Dhanyalakshmi, K. H., Naika, Mahantesha B. N., Sajeevan, R. S., Mathew, Oommen K., Shafi, K. Mohamed, Sowdhamini, Ramanathan, N. Nataraja, Karaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4794119/
https://www.ncbi.nlm.nih.gov/pubmed/26982336
http://dx.doi.org/10.1371/journal.pone.0151323
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author Dhanyalakshmi, K. H.
Naika, Mahantesha B. N.
Sajeevan, R. S.
Mathew, Oommen K.
Shafi, K. Mohamed
Sowdhamini, Ramanathan
N. Nataraja, Karaba
author_facet Dhanyalakshmi, K. H.
Naika, Mahantesha B. N.
Sajeevan, R. S.
Mathew, Oommen K.
Shafi, K. Mohamed
Sowdhamini, Ramanathan
N. Nataraja, Karaba
author_sort Dhanyalakshmi, K. H.
collection PubMed
description The modern sequencing technologies are generating large volumes of information at the transcriptome and genome level. Translation of this information into a biological meaning is far behind the race due to which a significant portion of proteins discovered remain as proteins of unknown function (PUFs). Attempts to uncover the functional significance of PUFs are limited due to lack of easy and high throughput functional annotation tools. Here, we report an approach to assign putative functions to PUFs, identified in the transcriptome of mulberry, a perennial tree commonly cultivated as host of silkworm. We utilized the mulberry PUFs generated from leaf tissues exposed to drought stress at whole plant level. A sequence and structure based computational analysis predicted the probable function of the PUFs. For rapid and easy annotation of PUFs, we developed an automated pipeline by integrating diverse bioinformatics tools, designated as PUFs Annotation Server (PUFAS), which also provides a web service API (Application Programming Interface) for a large-scale analysis up to a genome. The expression analysis of three selected PUFs annotated by the pipeline revealed abiotic stress responsiveness of the genes, and hence their potential role in stress acclimation pathways. The automated pipeline developed here could be extended to assign functions to PUFs from any organism in general. PUFAS web server is available at http://caps.ncbs.res.in/pufas/ and the web service is accessible at http://capservices.ncbs.res.in/help/pufas.
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spelling pubmed-47941192016-03-23 An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry Dhanyalakshmi, K. H. Naika, Mahantesha B. N. Sajeevan, R. S. Mathew, Oommen K. Shafi, K. Mohamed Sowdhamini, Ramanathan N. Nataraja, Karaba PLoS One Research Article The modern sequencing technologies are generating large volumes of information at the transcriptome and genome level. Translation of this information into a biological meaning is far behind the race due to which a significant portion of proteins discovered remain as proteins of unknown function (PUFs). Attempts to uncover the functional significance of PUFs are limited due to lack of easy and high throughput functional annotation tools. Here, we report an approach to assign putative functions to PUFs, identified in the transcriptome of mulberry, a perennial tree commonly cultivated as host of silkworm. We utilized the mulberry PUFs generated from leaf tissues exposed to drought stress at whole plant level. A sequence and structure based computational analysis predicted the probable function of the PUFs. For rapid and easy annotation of PUFs, we developed an automated pipeline by integrating diverse bioinformatics tools, designated as PUFs Annotation Server (PUFAS), which also provides a web service API (Application Programming Interface) for a large-scale analysis up to a genome. The expression analysis of three selected PUFs annotated by the pipeline revealed abiotic stress responsiveness of the genes, and hence their potential role in stress acclimation pathways. The automated pipeline developed here could be extended to assign functions to PUFs from any organism in general. PUFAS web server is available at http://caps.ncbs.res.in/pufas/ and the web service is accessible at http://capservices.ncbs.res.in/help/pufas. Public Library of Science 2016-03-16 /pmc/articles/PMC4794119/ /pubmed/26982336 http://dx.doi.org/10.1371/journal.pone.0151323 Text en © 2016 Dhanyalakshmi 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Dhanyalakshmi, K. H.
Naika, Mahantesha B. N.
Sajeevan, R. S.
Mathew, Oommen K.
Shafi, K. Mohamed
Sowdhamini, Ramanathan
N. Nataraja, Karaba
An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry
title An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry
title_full An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry
title_fullStr An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry
title_full_unstemmed An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry
title_short An Approach to Function Annotation for Proteins of Unknown Function (PUFs) in the Transcriptome of Indian Mulberry
title_sort approach to function annotation for proteins of unknown function (pufs) in the transcriptome of indian mulberry
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4794119/
https://www.ncbi.nlm.nih.gov/pubmed/26982336
http://dx.doi.org/10.1371/journal.pone.0151323
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