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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
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.
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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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