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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...

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Detalles Bibliográficos
Autores principales: Walk, Julia C., Ayati, Bruce P., Holstein, Sarah A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
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.
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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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