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Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative
INTRODUCTION: Inflammation is highly prevalent among patients with end-stage kidney disease and is associated with adverse outcomes. We aimed to investigate longitudinal changes in inflammatory markers in a diverse international incident hemodialysis patient population. METHODS: The MONitoring Dialy...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831940/ https://www.ncbi.nlm.nih.gov/pubmed/36644346 http://dx.doi.org/10.1016/j.ekir.2022.10.020 |
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author | Yousif, Dalia E. Ye, Xiaoling Stuard, Stefano Berbessi, Juan Guinsburg, Adrian M. Usvyat, Len A. Raimann, Jochen G. Kooman, Jeroen P. van der Sande, Frank M. Duncan, Neill Woollard, Kevin J. Bright, Rupert Pusey, Charles Gupta, Vineet Ix, Joachim H. Kotanko, Peter Malhotra, Rakesh |
author_facet | Yousif, Dalia E. Ye, Xiaoling Stuard, Stefano Berbessi, Juan Guinsburg, Adrian M. Usvyat, Len A. Raimann, Jochen G. Kooman, Jeroen P. van der Sande, Frank M. Duncan, Neill Woollard, Kevin J. Bright, Rupert Pusey, Charles Gupta, Vineet Ix, Joachim H. Kotanko, Peter Malhotra, Rakesh |
author_sort | Yousif, Dalia E. |
collection | PubMed |
description | INTRODUCTION: Inflammation is highly prevalent among patients with end-stage kidney disease and is associated with adverse outcomes. We aimed to investigate longitudinal changes in inflammatory markers in a diverse international incident hemodialysis patient population. METHODS: The MONitoring Dialysis Outcomes (MONDO) Consortium encompasses hemodialysis databases from 31 countries in Europe, North America, South America, and Asia. The MONDO database was queried for inflammatory markers (total white blood cell count [WBC], neutrophil count, lymphocyte count, serum albumin, and C-reactive protein [CRP]) and hemoglobin levels in incident hemodialysis patients. Laboratory parameters were measured every month. Patients were stratified by survival time (≤6 months, >6 to 12 months, >12 to 18 months, >18 to 24 months, >24 to 30 months, >30 to 36 months, and >36 months) following dialysis initiation. We used cubic B-spline basis function to evaluate temporal changes in inflammatory parameters in relationship with patient survival. RESULTS: We studied 18,726 incident hemodialysis patients. Their age at dialysis initiation was 71.3 ± 11.9 years; 10,802 (58%) were males. Within the first 6 months, 2068 (11%) patients died, and 12,295 patients (67%) survived >36 months (survivor cohort). Hemodialysis patients who died showed a distinct biphasic pattern of change in inflammatory markers where an initial decline of inflammation was followed by a rapid rise that was consistently evident approximately 6 months before death. This pattern was similar in all patients who died and was consistent across the survival time intervals. In contrast, in the survivor cohort, we observed initial decline of inflammation followed by sustained low levels of inflammatory biomarkers. CONCLUSION: Our international study of incident hemodialysis patients highlights a temporal relationship between serial measurements of inflammatory markers and patient survival. This finding may inform the development of prognostic models, such as the integration of dynamic changes in inflammatory markers for individual risk profiling and guiding preventive and therapeutic interventions. |
format | Online Article Text |
id | pubmed-9831940 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-98319402023-01-12 Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative Yousif, Dalia E. Ye, Xiaoling Stuard, Stefano Berbessi, Juan Guinsburg, Adrian M. Usvyat, Len A. Raimann, Jochen G. Kooman, Jeroen P. van der Sande, Frank M. Duncan, Neill Woollard, Kevin J. Bright, Rupert Pusey, Charles Gupta, Vineet Ix, Joachim H. Kotanko, Peter Malhotra, Rakesh Kidney Int Rep Clinical Research INTRODUCTION: Inflammation is highly prevalent among patients with end-stage kidney disease and is associated with adverse outcomes. We aimed to investigate longitudinal changes in inflammatory markers in a diverse international incident hemodialysis patient population. METHODS: The MONitoring Dialysis Outcomes (MONDO) Consortium encompasses hemodialysis databases from 31 countries in Europe, North America, South America, and Asia. The MONDO database was queried for inflammatory markers (total white blood cell count [WBC], neutrophil count, lymphocyte count, serum albumin, and C-reactive protein [CRP]) and hemoglobin levels in incident hemodialysis patients. Laboratory parameters were measured every month. Patients were stratified by survival time (≤6 months, >6 to 12 months, >12 to 18 months, >18 to 24 months, >24 to 30 months, >30 to 36 months, and >36 months) following dialysis initiation. We used cubic B-spline basis function to evaluate temporal changes in inflammatory parameters in relationship with patient survival. RESULTS: We studied 18,726 incident hemodialysis patients. Their age at dialysis initiation was 71.3 ± 11.9 years; 10,802 (58%) were males. Within the first 6 months, 2068 (11%) patients died, and 12,295 patients (67%) survived >36 months (survivor cohort). Hemodialysis patients who died showed a distinct biphasic pattern of change in inflammatory markers where an initial decline of inflammation was followed by a rapid rise that was consistently evident approximately 6 months before death. This pattern was similar in all patients who died and was consistent across the survival time intervals. In contrast, in the survivor cohort, we observed initial decline of inflammation followed by sustained low levels of inflammatory biomarkers. CONCLUSION: Our international study of incident hemodialysis patients highlights a temporal relationship between serial measurements of inflammatory markers and patient survival. This finding may inform the development of prognostic models, such as the integration of dynamic changes in inflammatory markers for individual risk profiling and guiding preventive and therapeutic interventions. Elsevier 2022-11-16 /pmc/articles/PMC9831940/ /pubmed/36644346 http://dx.doi.org/10.1016/j.ekir.2022.10.020 Text en © 2022 Published by Elsevier Inc. on behalf of the International Society of Nephrology. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Clinical Research Yousif, Dalia E. Ye, Xiaoling Stuard, Stefano Berbessi, Juan Guinsburg, Adrian M. Usvyat, Len A. Raimann, Jochen G. Kooman, Jeroen P. van der Sande, Frank M. Duncan, Neill Woollard, Kevin J. Bright, Rupert Pusey, Charles Gupta, Vineet Ix, Joachim H. Kotanko, Peter Malhotra, Rakesh Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative |
title | Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative |
title_full | Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative |
title_fullStr | Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative |
title_full_unstemmed | Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative |
title_short | Biphasic Dynamics of Inflammatory Markers Following Hemodialysis Initiation: Results From the International MONitoring Dialysis Outcome Initiative |
title_sort | biphasic dynamics of inflammatory markers following hemodialysis initiation: results from the international monitoring dialysis outcome initiative |
topic | Clinical Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9831940/ https://www.ncbi.nlm.nih.gov/pubmed/36644346 http://dx.doi.org/10.1016/j.ekir.2022.10.020 |
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