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The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma
Multiple myeloma (MM) is an incurable bone marrow malignancy of the B cell lineage. Utilizing multiplex Luminex technology we measured levels of 25 cytokines in the plasma of normal donors (n = 177), those with monoclonal gammopathy of undetermined significance (n = 8), and MM patients (n = 55) with...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3609759/ https://www.ncbi.nlm.nih.gov/pubmed/23544044 http://dx.doi.org/10.1371/journal.pone.0058504 |
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author | Zheng, Mary M. Zhang, Zhifang Bemis, Kyle Belch, Andrew R. Pilarski, Linda M. Shively, John E. Kirshner, Julia |
author_facet | Zheng, Mary M. Zhang, Zhifang Bemis, Kyle Belch, Andrew R. Pilarski, Linda M. Shively, John E. Kirshner, Julia |
author_sort | Zheng, Mary M. |
collection | PubMed |
description | Multiple myeloma (MM) is an incurable bone marrow malignancy of the B cell lineage. Utilizing multiplex Luminex technology we measured levels of 25 cytokines in the plasma of normal donors (n = 177), those with monoclonal gammopathy of undetermined significance (n = 8), and MM patients (n = 55) with either active disease, on treatment, or in remission. The cytokine levels were compared between normal donors and MM patients as well as between various phases of MM, and discriminant analysis was used to create a predictive classification model based on the differentially expressed cytokines. Evaluating age- and gender-dependence of cytokine expression, we determined that with age there is a shift toward a pro-inflammatory environment. Moreover, we observed a strong gender bias in cytokine expression. However, the profile of differentially expressed cytokines was heavily skewed toward an anti-inflammatory, pro-tumorigenic response in patients with MM. Significantly, our predictive model placed all patients in remission in the same category as those with active disease. Thus, our study demonstrates that the homeostasis of systemic cytokines is not restored when MM patients enter remission, suggesting that once an individual has cancer, the microenvironment is permanently altered and the system is primed for a relapse. |
format | Online Article Text |
id | pubmed-3609759 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-36097592013-03-29 The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma Zheng, Mary M. Zhang, Zhifang Bemis, Kyle Belch, Andrew R. Pilarski, Linda M. Shively, John E. Kirshner, Julia PLoS One Research Article Multiple myeloma (MM) is an incurable bone marrow malignancy of the B cell lineage. Utilizing multiplex Luminex technology we measured levels of 25 cytokines in the plasma of normal donors (n = 177), those with monoclonal gammopathy of undetermined significance (n = 8), and MM patients (n = 55) with either active disease, on treatment, or in remission. The cytokine levels were compared between normal donors and MM patients as well as between various phases of MM, and discriminant analysis was used to create a predictive classification model based on the differentially expressed cytokines. Evaluating age- and gender-dependence of cytokine expression, we determined that with age there is a shift toward a pro-inflammatory environment. Moreover, we observed a strong gender bias in cytokine expression. However, the profile of differentially expressed cytokines was heavily skewed toward an anti-inflammatory, pro-tumorigenic response in patients with MM. Significantly, our predictive model placed all patients in remission in the same category as those with active disease. Thus, our study demonstrates that the homeostasis of systemic cytokines is not restored when MM patients enter remission, suggesting that once an individual has cancer, the microenvironment is permanently altered and the system is primed for a relapse. Public Library of Science 2013-03-27 /pmc/articles/PMC3609759/ /pubmed/23544044 http://dx.doi.org/10.1371/journal.pone.0058504 Text en © 2013 Zheng et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Zheng, Mary M. Zhang, Zhifang Bemis, Kyle Belch, Andrew R. Pilarski, Linda M. Shively, John E. Kirshner, Julia The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma |
title | The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma |
title_full | The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma |
title_fullStr | The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma |
title_full_unstemmed | The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma |
title_short | The Systemic Cytokine Environment Is Permanently Altered in Multiple Myeloma |
title_sort | systemic cytokine environment is permanently altered in multiple myeloma |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3609759/ https://www.ncbi.nlm.nih.gov/pubmed/23544044 http://dx.doi.org/10.1371/journal.pone.0058504 |
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