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A curated collection of human vaccination response signatures

Recent advances in high-throughput experiments and systems biology approaches have resulted in hundreds of publications identifying “immune signatures”. Unfortunately, these are often described within text, figures, or tables in a format not amenable to computational processing, thus severely hamper...

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Autores principales: Smith, Kenneth C., Chawla, Daniel G., Dhillon, Bhavjinder K., Ji, Zhou, Vita, Randi, van der Leest, Eva C., Weng, Jing Yi Jessica, Tang, Ernest, Abid, Amani, Peters, Bjoern, Hancock, Robert E. W., Floratos, Aris, Kleinstein, Steven H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643367/
https://www.ncbi.nlm.nih.gov/pubmed/36347894
http://dx.doi.org/10.1038/s41597-022-01558-1
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author Smith, Kenneth C.
Chawla, Daniel G.
Dhillon, Bhavjinder K.
Ji, Zhou
Vita, Randi
van der Leest, Eva C.
Weng, Jing Yi Jessica
Tang, Ernest
Abid, Amani
Peters, Bjoern
Hancock, Robert E. W.
Floratos, Aris
Kleinstein, Steven H.
author_facet Smith, Kenneth C.
Chawla, Daniel G.
Dhillon, Bhavjinder K.
Ji, Zhou
Vita, Randi
van der Leest, Eva C.
Weng, Jing Yi Jessica
Tang, Ernest
Abid, Amani
Peters, Bjoern
Hancock, Robert E. W.
Floratos, Aris
Kleinstein, Steven H.
author_sort Smith, Kenneth C.
collection PubMed
description Recent advances in high-throughput experiments and systems biology approaches have resulted in hundreds of publications identifying “immune signatures”. Unfortunately, these are often described within text, figures, or tables in a format not amenable to computational processing, thus severely hampering our ability to fully exploit this information. Here we present a data model to represent immune signatures, along with the Human Immunology Project Consortium (HIPC) Dashboard (www.hipc-dashboard.org), a web-enabled application to facilitate signature access and querying. The data model captures the biological response components (e.g., genes, proteins, cell types or metabolites) and metadata describing the context under which the signature was identified using standardized terms from established resources (e.g., HGNC, Protein Ontology, Cell Ontology). We have manually curated a collection of >600 immune signatures from >60 published studies profiling human vaccination responses for the current release. The system will aid in building a broader understanding of the human immune response to stimuli by enabling researchers to easily access and interrogate published immune signatures.
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spelling pubmed-96433672022-11-15 A curated collection of human vaccination response signatures Smith, Kenneth C. Chawla, Daniel G. Dhillon, Bhavjinder K. Ji, Zhou Vita, Randi van der Leest, Eva C. Weng, Jing Yi Jessica Tang, Ernest Abid, Amani Peters, Bjoern Hancock, Robert E. W. Floratos, Aris Kleinstein, Steven H. Sci Data Article Recent advances in high-throughput experiments and systems biology approaches have resulted in hundreds of publications identifying “immune signatures”. Unfortunately, these are often described within text, figures, or tables in a format not amenable to computational processing, thus severely hampering our ability to fully exploit this information. Here we present a data model to represent immune signatures, along with the Human Immunology Project Consortium (HIPC) Dashboard (www.hipc-dashboard.org), a web-enabled application to facilitate signature access and querying. The data model captures the biological response components (e.g., genes, proteins, cell types or metabolites) and metadata describing the context under which the signature was identified using standardized terms from established resources (e.g., HGNC, Protein Ontology, Cell Ontology). We have manually curated a collection of >600 immune signatures from >60 published studies profiling human vaccination responses for the current release. The system will aid in building a broader understanding of the human immune response to stimuli by enabling researchers to easily access and interrogate published immune signatures. Nature Publishing Group UK 2022-11-08 /pmc/articles/PMC9643367/ /pubmed/36347894 http://dx.doi.org/10.1038/s41597-022-01558-1 Text en © The Author(s) 2022 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Smith, Kenneth C.
Chawla, Daniel G.
Dhillon, Bhavjinder K.
Ji, Zhou
Vita, Randi
van der Leest, Eva C.
Weng, Jing Yi Jessica
Tang, Ernest
Abid, Amani
Peters, Bjoern
Hancock, Robert E. W.
Floratos, Aris
Kleinstein, Steven H.
A curated collection of human vaccination response signatures
title A curated collection of human vaccination response signatures
title_full A curated collection of human vaccination response signatures
title_fullStr A curated collection of human vaccination response signatures
title_full_unstemmed A curated collection of human vaccination response signatures
title_short A curated collection of human vaccination response signatures
title_sort a curated collection of human vaccination response signatures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9643367/
https://www.ncbi.nlm.nih.gov/pubmed/36347894
http://dx.doi.org/10.1038/s41597-022-01558-1
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