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Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health
Monogenic diseases are often studied in isolation due to their rarity. Here we utilize multiomics to assess 22 monogenic immune-mediated conditions with age- and sex-matched healthy controls. Despite clearly detectable disease-specific and “pan-disease” signatures, individuals possess stable persona...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055521/ https://www.ncbi.nlm.nih.gov/pubmed/36993430 http://dx.doi.org/10.21203/rs.3.rs-2070975/v1 |
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author | Sparks, Rachel Rachmaninoff, Nicholas Hirsch, Dylan C. Bansal, Neha Lau, William W. Martins, Andrew J. Chen, Jinguo Liu, Candace C. Cheung, Foo Failla, Laura E. Biancotto, Angelique Fantoni, Giovanna Sellers, Brian A. Chawla, Daniel G. Howe, Katherine N. Mostaghimi, Darius Farmer, Rohit Kotliarov, Yuri Calvo, Katherine R. Palmer, Cindy Daub, Janine Foruraghi, Ladan Kreuzburg, Samantha Treat, Jennifer Urban, Amanda K. Jones, Anne Romeo, Tina Deuitch, Natalie T. Moura, Natalia Sampaio Weinstein, Barbara Moir, Susan Ferrucci, Luigi Barron, Karyl S. Aksentijevich, Ivona Kleinstein, Steven H. Townsley, Danielle M. Young, Neal S. Frischmeyer-Guerrerio, Pamela A. Uzel, Gulbu Pinto-Patarroyo, Gineth Paola Cudrici, Cornelia D. Hoffmann, Patrycja Stone, Deborah L. Ombrello, Amanda K. Freeman, Alexandra F. Zerbe, Christa S. Kastner, Daniel L. Holland, Steven M. Tsang, John S. |
author_facet | Sparks, Rachel Rachmaninoff, Nicholas Hirsch, Dylan C. Bansal, Neha Lau, William W. Martins, Andrew J. Chen, Jinguo Liu, Candace C. Cheung, Foo Failla, Laura E. Biancotto, Angelique Fantoni, Giovanna Sellers, Brian A. Chawla, Daniel G. Howe, Katherine N. Mostaghimi, Darius Farmer, Rohit Kotliarov, Yuri Calvo, Katherine R. Palmer, Cindy Daub, Janine Foruraghi, Ladan Kreuzburg, Samantha Treat, Jennifer Urban, Amanda K. Jones, Anne Romeo, Tina Deuitch, Natalie T. Moura, Natalia Sampaio Weinstein, Barbara Moir, Susan Ferrucci, Luigi Barron, Karyl S. Aksentijevich, Ivona Kleinstein, Steven H. Townsley, Danielle M. Young, Neal S. Frischmeyer-Guerrerio, Pamela A. Uzel, Gulbu Pinto-Patarroyo, Gineth Paola Cudrici, Cornelia D. Hoffmann, Patrycja Stone, Deborah L. Ombrello, Amanda K. Freeman, Alexandra F. Zerbe, Christa S. Kastner, Daniel L. Holland, Steven M. Tsang, John S. |
author_sort | Sparks, Rachel |
collection | PubMed |
description | Monogenic diseases are often studied in isolation due to their rarity. Here we utilize multiomics to assess 22 monogenic immune-mediated conditions with age- and sex-matched healthy controls. Despite clearly detectable disease-specific and “pan-disease” signatures, individuals possess stable personal immune states over time. Temporally stable differences among subjects tend to dominate over differences attributable to disease conditions or medication use. Unsupervised principal variation analysis of personal immune states and machine learning classification distinguishing between healthy controls and patients converge to a metric of immune health (IHM). The IHM discriminates healthy from multiple polygenic autoimmune and inflammatory disease states in independent cohorts, marks healthy aging, and is a pre-vaccination predictor of antibody responses to influenza vaccination in the elderly. We identified easy-to-measure circulating protein biomarker surrogates of the IHM that capture immune health variations beyond age. Our work provides a conceptual framework and biomarkers for defining and measuring human immune health. |
format | Online Article Text |
id | pubmed-10055521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-100555212023-03-30 Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health Sparks, Rachel Rachmaninoff, Nicholas Hirsch, Dylan C. Bansal, Neha Lau, William W. Martins, Andrew J. Chen, Jinguo Liu, Candace C. Cheung, Foo Failla, Laura E. Biancotto, Angelique Fantoni, Giovanna Sellers, Brian A. Chawla, Daniel G. Howe, Katherine N. Mostaghimi, Darius Farmer, Rohit Kotliarov, Yuri Calvo, Katherine R. Palmer, Cindy Daub, Janine Foruraghi, Ladan Kreuzburg, Samantha Treat, Jennifer Urban, Amanda K. Jones, Anne Romeo, Tina Deuitch, Natalie T. Moura, Natalia Sampaio Weinstein, Barbara Moir, Susan Ferrucci, Luigi Barron, Karyl S. Aksentijevich, Ivona Kleinstein, Steven H. Townsley, Danielle M. Young, Neal S. Frischmeyer-Guerrerio, Pamela A. Uzel, Gulbu Pinto-Patarroyo, Gineth Paola Cudrici, Cornelia D. Hoffmann, Patrycja Stone, Deborah L. Ombrello, Amanda K. Freeman, Alexandra F. Zerbe, Christa S. Kastner, Daniel L. Holland, Steven M. Tsang, John S. Res Sq Article Monogenic diseases are often studied in isolation due to their rarity. Here we utilize multiomics to assess 22 monogenic immune-mediated conditions with age- and sex-matched healthy controls. Despite clearly detectable disease-specific and “pan-disease” signatures, individuals possess stable personal immune states over time. Temporally stable differences among subjects tend to dominate over differences attributable to disease conditions or medication use. Unsupervised principal variation analysis of personal immune states and machine learning classification distinguishing between healthy controls and patients converge to a metric of immune health (IHM). The IHM discriminates healthy from multiple polygenic autoimmune and inflammatory disease states in independent cohorts, marks healthy aging, and is a pre-vaccination predictor of antibody responses to influenza vaccination in the elderly. We identified easy-to-measure circulating protein biomarker surrogates of the IHM that capture immune health variations beyond age. Our work provides a conceptual framework and biomarkers for defining and measuring human immune health. American Journal Experts 2023-03-20 /pmc/articles/PMC10055521/ /pubmed/36993430 http://dx.doi.org/10.21203/rs.3.rs-2070975/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Sparks, Rachel Rachmaninoff, Nicholas Hirsch, Dylan C. Bansal, Neha Lau, William W. Martins, Andrew J. Chen, Jinguo Liu, Candace C. Cheung, Foo Failla, Laura E. Biancotto, Angelique Fantoni, Giovanna Sellers, Brian A. Chawla, Daniel G. Howe, Katherine N. Mostaghimi, Darius Farmer, Rohit Kotliarov, Yuri Calvo, Katherine R. Palmer, Cindy Daub, Janine Foruraghi, Ladan Kreuzburg, Samantha Treat, Jennifer Urban, Amanda K. Jones, Anne Romeo, Tina Deuitch, Natalie T. Moura, Natalia Sampaio Weinstein, Barbara Moir, Susan Ferrucci, Luigi Barron, Karyl S. Aksentijevich, Ivona Kleinstein, Steven H. Townsley, Danielle M. Young, Neal S. Frischmeyer-Guerrerio, Pamela A. Uzel, Gulbu Pinto-Patarroyo, Gineth Paola Cudrici, Cornelia D. Hoffmann, Patrycja Stone, Deborah L. Ombrello, Amanda K. Freeman, Alexandra F. Zerbe, Christa S. Kastner, Daniel L. Holland, Steven M. Tsang, John S. Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
title | Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
title_full | Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
title_fullStr | Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
title_full_unstemmed | Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
title_short | Multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
title_sort | multiomics integration of 22 immune-mediated monogenic diseases reveals an emergent axis of human immune health |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10055521/ https://www.ncbi.nlm.nih.gov/pubmed/36993430 http://dx.doi.org/10.21203/rs.3.rs-2070975/v1 |
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