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Modeling the Effects of Multiple Myeloma on Kidney Function
Multiple myeloma (MM), a plasma cell cancer, is associated with many health challenges, including damage to the kidney by tubulointerstitial fibrosis. We develop a mathematical model which captures the qualitative behavior of the cell and protein populations involved. Specifically, we model the inte...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370764/ https://www.ncbi.nlm.nih.gov/pubmed/30741957 http://dx.doi.org/10.1038/s41598-018-38129-7 |
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author | Walk, Julia C. Ayati, Bruce P. Holstein, Sarah A. |
author_facet | Walk, Julia C. Ayati, Bruce P. Holstein, Sarah A. |
author_sort | Walk, Julia C. |
collection | PubMed |
description | Multiple myeloma (MM), a plasma cell cancer, is associated with many health challenges, including damage to the kidney by tubulointerstitial fibrosis. We develop a mathematical model which captures the qualitative behavior of the cell and protein populations involved. Specifically, we model the interaction between cells in the proximal tubule of the kidney, free light chains, renal fibroblasts, and myeloma cells. We analyze the model for steady-state solutions to find a mathematically and biologically relevant stable steady-state solution. This foundational model provides a representation of dynamics between key populations in tubulointerstitial fibrosis that demonstrates how these populations interact to affect patient prognosis in patients with MM and renal impairment. |
format | Online Article Text |
id | pubmed-6370764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-63707642019-02-15 Modeling the Effects of Multiple Myeloma on Kidney Function Walk, Julia C. Ayati, Bruce P. Holstein, Sarah A. Sci Rep Article Multiple myeloma (MM), a plasma cell cancer, is associated with many health challenges, including damage to the kidney by tubulointerstitial fibrosis. We develop a mathematical model which captures the qualitative behavior of the cell and protein populations involved. Specifically, we model the interaction between cells in the proximal tubule of the kidney, free light chains, renal fibroblasts, and myeloma cells. We analyze the model for steady-state solutions to find a mathematically and biologically relevant stable steady-state solution. This foundational model provides a representation of dynamics between key populations in tubulointerstitial fibrosis that demonstrates how these populations interact to affect patient prognosis in patients with MM and renal impairment. Nature Publishing Group UK 2019-02-11 /pmc/articles/PMC6370764/ /pubmed/30741957 http://dx.doi.org/10.1038/s41598-018-38129-7 Text en © The Author(s) 2019 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 Walk, Julia C. Ayati, Bruce P. Holstein, Sarah A. Modeling the Effects of Multiple Myeloma on Kidney Function |
title | Modeling the Effects of Multiple Myeloma on Kidney Function |
title_full | Modeling the Effects of Multiple Myeloma on Kidney Function |
title_fullStr | Modeling the Effects of Multiple Myeloma on Kidney Function |
title_full_unstemmed | Modeling the Effects of Multiple Myeloma on Kidney Function |
title_short | Modeling the Effects of Multiple Myeloma on Kidney Function |
title_sort | modeling the effects of multiple myeloma on kidney function |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370764/ https://www.ncbi.nlm.nih.gov/pubmed/30741957 http://dx.doi.org/10.1038/s41598-018-38129-7 |
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