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Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents
Patients with renal anemia are frequently treated with erythropoiesis-stimulating agents (ESAs), which are dynamically dosed in order to stabilize blood hemoglobin levels within a specified target range. During typical ESA treatments, a fraction of patients experience hemoglobin ‘cycling’ periods du...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873166/ https://www.ncbi.nlm.nih.gov/pubmed/36693034 http://dx.doi.org/10.1371/journal.pcbi.1010850 |
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author | Jörg, David J. Fuertinger, Doris H. Kotanko, Peter |
author_facet | Jörg, David J. Fuertinger, Doris H. Kotanko, Peter |
author_sort | Jörg, David J. |
collection | PubMed |
description | Patients with renal anemia are frequently treated with erythropoiesis-stimulating agents (ESAs), which are dynamically dosed in order to stabilize blood hemoglobin levels within a specified target range. During typical ESA treatments, a fraction of patients experience hemoglobin ‘cycling’ periods during which hemoglobin levels periodically over- and undershoot the target range. Here we report a specific mechanism of hemoglobin cycling, whereby cycles emerge from the patient’s delayed physiological response to ESAs and concurrent ESA dose adjustments. We introduce a minimal theoretical model that can explain dynamic hallmarks of observed hemoglobin cycling events in clinical time series and elucidates how physiological factors (such as red blood cell lifespan and ESA responsiveness) and treatment-related factors (such as dosing schemes) affect cycling. These results show that in general, hemoglobin cycling cannot be attributed to patient physiology or ESA treatment alone but emerges through an interplay of both, with consequences for the design of ESA treatment strategies. |
format | Online Article Text |
id | pubmed-9873166 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-98731662023-01-25 Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents Jörg, David J. Fuertinger, Doris H. Kotanko, Peter PLoS Comput Biol Research Article Patients with renal anemia are frequently treated with erythropoiesis-stimulating agents (ESAs), which are dynamically dosed in order to stabilize blood hemoglobin levels within a specified target range. During typical ESA treatments, a fraction of patients experience hemoglobin ‘cycling’ periods during which hemoglobin levels periodically over- and undershoot the target range. Here we report a specific mechanism of hemoglobin cycling, whereby cycles emerge from the patient’s delayed physiological response to ESAs and concurrent ESA dose adjustments. We introduce a minimal theoretical model that can explain dynamic hallmarks of observed hemoglobin cycling events in clinical time series and elucidates how physiological factors (such as red blood cell lifespan and ESA responsiveness) and treatment-related factors (such as dosing schemes) affect cycling. These results show that in general, hemoglobin cycling cannot be attributed to patient physiology or ESA treatment alone but emerges through an interplay of both, with consequences for the design of ESA treatment strategies. Public Library of Science 2023-01-24 /pmc/articles/PMC9873166/ /pubmed/36693034 http://dx.doi.org/10.1371/journal.pcbi.1010850 Text en © 2023 Jörg et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Jörg, David J. Fuertinger, Doris H. Kotanko, Peter Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
title | Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
title_full | Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
title_fullStr | Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
title_full_unstemmed | Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
title_short | Mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
title_sort | mechanisms of hemoglobin cycling in anemia patients treated with erythropoiesis-stimulating agents |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9873166/ https://www.ncbi.nlm.nih.gov/pubmed/36693034 http://dx.doi.org/10.1371/journal.pcbi.1010850 |
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