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Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept

We have previously shown that the diversity of antibodies in an individual can be displayed on chips on which 130,000 peptides chosen from random sequence space have been synthesized. This immunosignature technology is unbiased in displaying antibody diversity relative to natural sequence space, and...

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Detalles Bibliográficos
Autores principales: Wang, Lu, Whittemore, Kurt, Johnston, Stephen Albert, Stafford, Phillip
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741721/
https://www.ncbi.nlm.nih.gov/pubmed/29273777
http://dx.doi.org/10.1038/s41598-017-18469-6
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author Wang, Lu
Whittemore, Kurt
Johnston, Stephen Albert
Stafford, Phillip
author_facet Wang, Lu
Whittemore, Kurt
Johnston, Stephen Albert
Stafford, Phillip
author_sort Wang, Lu
collection PubMed
description We have previously shown that the diversity of antibodies in an individual can be displayed on chips on which 130,000 peptides chosen from random sequence space have been synthesized. This immunosignature technology is unbiased in displaying antibody diversity relative to natural sequence space, and has been shown to have diagnostic and prognostic potential for a wide variety of diseases and vaccines. Here we show that a global measure such as Shannon’s entropy can be calculated for each immunosignature. The immune entropy was measured across a diverse set of 800 people and in 5 individuals over 3 months. The immune entropy is affected by some population characteristics and varies widely across individuals. We find that people with infections or breast cancer, generally have higher entropy values than non-diseased individuals. We propose that the immune entropy as measured from immunosignatures may be a simple method to monitor health in individuals and populations.
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spelling pubmed-57417212018-01-03 Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept Wang, Lu Whittemore, Kurt Johnston, Stephen Albert Stafford, Phillip Sci Rep Article We have previously shown that the diversity of antibodies in an individual can be displayed on chips on which 130,000 peptides chosen from random sequence space have been synthesized. This immunosignature technology is unbiased in displaying antibody diversity relative to natural sequence space, and has been shown to have diagnostic and prognostic potential for a wide variety of diseases and vaccines. Here we show that a global measure such as Shannon’s entropy can be calculated for each immunosignature. The immune entropy was measured across a diverse set of 800 people and in 5 individuals over 3 months. The immune entropy is affected by some population characteristics and varies widely across individuals. We find that people with infections or breast cancer, generally have higher entropy values than non-diseased individuals. We propose that the immune entropy as measured from immunosignatures may be a simple method to monitor health in individuals and populations. Nature Publishing Group UK 2017-12-22 /pmc/articles/PMC5741721/ /pubmed/29273777 http://dx.doi.org/10.1038/s41598-017-18469-6 Text en © The Author(s) 2017 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/.
spellingShingle Article
Wang, Lu
Whittemore, Kurt
Johnston, Stephen Albert
Stafford, Phillip
Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept
title Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept
title_full Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept
title_fullStr Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept
title_full_unstemmed Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept
title_short Entropy is a Simple Measure of the Antibody Profile and is an Indicator of Health Status: A Proof of Concept
title_sort entropy is a simple measure of the antibody profile and is an indicator of health status: a proof of concept
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5741721/
https://www.ncbi.nlm.nih.gov/pubmed/29273777
http://dx.doi.org/10.1038/s41598-017-18469-6
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