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DES-Tcell is a knowledgebase for exploring immunology-related literature

T-cells are a subtype of white blood cells circulating throughout the body, searching for infected and abnormal cells. They have multifaceted functions that include scanning for and directly killing cells infected with intracellular pathogens, eradicating abnormal cells, orchestrating immune respons...

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Autores principales: AlSaieedi, Ahdab, Salhi, Adil, Tifratene, Faroug, Raies, Arwa Bin, Hungler, Arnaud, Uludag, Mahmut, Van Neste, Christophe, Bajic, Vladimir B., Gojobori, Takashi, Essack, Magbubah
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275784/
https://www.ncbi.nlm.nih.gov/pubmed/34253812
http://dx.doi.org/10.1038/s41598-021-93809-1
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author AlSaieedi, Ahdab
Salhi, Adil
Tifratene, Faroug
Raies, Arwa Bin
Hungler, Arnaud
Uludag, Mahmut
Van Neste, Christophe
Bajic, Vladimir B.
Gojobori, Takashi
Essack, Magbubah
author_facet AlSaieedi, Ahdab
Salhi, Adil
Tifratene, Faroug
Raies, Arwa Bin
Hungler, Arnaud
Uludag, Mahmut
Van Neste, Christophe
Bajic, Vladimir B.
Gojobori, Takashi
Essack, Magbubah
author_sort AlSaieedi, Ahdab
collection PubMed
description T-cells are a subtype of white blood cells circulating throughout the body, searching for infected and abnormal cells. They have multifaceted functions that include scanning for and directly killing cells infected with intracellular pathogens, eradicating abnormal cells, orchestrating immune response by activating and helping other immune cells, memorizing encountered pathogens, and providing long-lasting protection upon recurrent infections. However, T-cells are also involved in immune responses that result in organ transplant rejection, autoimmune diseases, and some allergic diseases. To support T-cell research, we developed the DES-Tcell knowledgebase (KB). This KB incorporates text- and data-mined information that can expedite retrieval and exploration of T-cell relevant information from the large volume of published T-cell-related research. This KB enables exploration of data through concepts from 15 topic-specific dictionaries, including immunology-related genes, mutations, pathogens, and pathways. We developed three case studies using DES-Tcell, one of which validates effective retrieval of known associations by DES-Tcell. The second and third case studies focuses on concepts that are common to Grave’s disease (GD) and Hashimoto’s thyroiditis (HT). Several reports have shown that up to 20% of GD patients treated with antithyroid medication develop HT, thus suggesting a possible conversion or shift from GD to HT disease. DES-Tcell found miR-4442 links to both GD and HT, and that miR-4442 possibly targets the autoimmune disease risk factor CD6, which provides potential new knowledge derived through the use of DES-Tcell. According to our understanding, DES-Tcell is the first KB dedicated to exploring T-cell-relevant information via literature-mining, data-mining, and topic-specific dictionaries.
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spelling pubmed-82757842021-07-13 DES-Tcell is a knowledgebase for exploring immunology-related literature AlSaieedi, Ahdab Salhi, Adil Tifratene, Faroug Raies, Arwa Bin Hungler, Arnaud Uludag, Mahmut Van Neste, Christophe Bajic, Vladimir B. Gojobori, Takashi Essack, Magbubah Sci Rep Article T-cells are a subtype of white blood cells circulating throughout the body, searching for infected and abnormal cells. They have multifaceted functions that include scanning for and directly killing cells infected with intracellular pathogens, eradicating abnormal cells, orchestrating immune response by activating and helping other immune cells, memorizing encountered pathogens, and providing long-lasting protection upon recurrent infections. However, T-cells are also involved in immune responses that result in organ transplant rejection, autoimmune diseases, and some allergic diseases. To support T-cell research, we developed the DES-Tcell knowledgebase (KB). This KB incorporates text- and data-mined information that can expedite retrieval and exploration of T-cell relevant information from the large volume of published T-cell-related research. This KB enables exploration of data through concepts from 15 topic-specific dictionaries, including immunology-related genes, mutations, pathogens, and pathways. We developed three case studies using DES-Tcell, one of which validates effective retrieval of known associations by DES-Tcell. The second and third case studies focuses on concepts that are common to Grave’s disease (GD) and Hashimoto’s thyroiditis (HT). Several reports have shown that up to 20% of GD patients treated with antithyroid medication develop HT, thus suggesting a possible conversion or shift from GD to HT disease. DES-Tcell found miR-4442 links to both GD and HT, and that miR-4442 possibly targets the autoimmune disease risk factor CD6, which provides potential new knowledge derived through the use of DES-Tcell. According to our understanding, DES-Tcell is the first KB dedicated to exploring T-cell-relevant information via literature-mining, data-mining, and topic-specific dictionaries. Nature Publishing Group UK 2021-07-12 /pmc/articles/PMC8275784/ /pubmed/34253812 http://dx.doi.org/10.1038/s41598-021-93809-1 Text en © The Author(s) 2021, corrected publication 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
AlSaieedi, Ahdab
Salhi, Adil
Tifratene, Faroug
Raies, Arwa Bin
Hungler, Arnaud
Uludag, Mahmut
Van Neste, Christophe
Bajic, Vladimir B.
Gojobori, Takashi
Essack, Magbubah
DES-Tcell is a knowledgebase for exploring immunology-related literature
title DES-Tcell is a knowledgebase for exploring immunology-related literature
title_full DES-Tcell is a knowledgebase for exploring immunology-related literature
title_fullStr DES-Tcell is a knowledgebase for exploring immunology-related literature
title_full_unstemmed DES-Tcell is a knowledgebase for exploring immunology-related literature
title_short DES-Tcell is a knowledgebase for exploring immunology-related literature
title_sort des-tcell is a knowledgebase for exploring immunology-related literature
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8275784/
https://www.ncbi.nlm.nih.gov/pubmed/34253812
http://dx.doi.org/10.1038/s41598-021-93809-1
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