Cargando…
The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units
BACKGROUND: Sepsis has high incidence and fatality rates in intensive care units, often leading to renal failure. The effectiveness of continuous renal replacement therapy (CRRT) in sepsis-associated acute kidney injury (S-AKI) patients is currently uncertain. AIM: Joint model was used to determine...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886847/ https://www.ncbi.nlm.nih.gov/pubmed/35227200 http://dx.doi.org/10.1186/s12873-022-00589-6 |
_version_ | 1784660768171491328 |
---|---|
author | Wang, Zichen Zhang, Luming Xu, Fengshuo Han, Didi Lyu, Jun |
author_facet | Wang, Zichen Zhang, Luming Xu, Fengshuo Han, Didi Lyu, Jun |
author_sort | Wang, Zichen |
collection | PubMed |
description | BACKGROUND: Sepsis has high incidence and fatality rates in intensive care units, often leading to renal failure. The effectiveness of continuous renal replacement therapy (CRRT) in sepsis-associated acute kidney injury (S-AKI) patients is currently uncertain. AIM: Joint model was used to determine the association between CRRT and the lactate trajectory trend and how it correlated to 28-day mortality for S-AKI patient in ICU. METHODS: A retrospective study was applied to patients with sepsis and AKI, which were extracted from the MIMIC-III public database, with the endpoint being 28-day mortality. Every lactate level measurement within 28 days was observed and calculated using logarithms. Joint model combined the longitudinal analysis of the natural logarithm of the lactate level [log(lactate)] in longitudinal submodel and Cox regression by trajectory function, demonstrating the effects of CRRT on 28-day survival and log(lactate) changes, and its final relationship with the event status. RESULTS: Among the 717 S-AKI patients, 157 received CRRT. CRRT was not associated with 28-day mortality. After adjustments, the relationship between CRRT use and log(lactate) elevation was statistically significant. The parameter estimation of CRRT and log(lactate) indicated that using CRRT will increase log(lactate) by 0.041 in S-AKI patients. The joint model also instigated a fixed association between changes in the lactate level and the event result, revealing an exp value of (0.755) = 2.12, indicating that an increase of one unit in log(lactate) will increase the risk of 28-day mortality 2.12-times. CONCLUSION: There was no significant association between CRRT use and 28-day survival in S-AKI patients, and JM showed that CRRT use might be associated with elevation of longitudinal lactate levels. Therefore, additional attention should be paid to other treatments to control lactate levels when providing renal support for patients with S-AKI. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12873-022-00589-6. |
format | Online Article Text |
id | pubmed-8886847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-88868472022-03-17 The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units Wang, Zichen Zhang, Luming Xu, Fengshuo Han, Didi Lyu, Jun BMC Emerg Med Research BACKGROUND: Sepsis has high incidence and fatality rates in intensive care units, often leading to renal failure. The effectiveness of continuous renal replacement therapy (CRRT) in sepsis-associated acute kidney injury (S-AKI) patients is currently uncertain. AIM: Joint model was used to determine the association between CRRT and the lactate trajectory trend and how it correlated to 28-day mortality for S-AKI patient in ICU. METHODS: A retrospective study was applied to patients with sepsis and AKI, which were extracted from the MIMIC-III public database, with the endpoint being 28-day mortality. Every lactate level measurement within 28 days was observed and calculated using logarithms. Joint model combined the longitudinal analysis of the natural logarithm of the lactate level [log(lactate)] in longitudinal submodel and Cox regression by trajectory function, demonstrating the effects of CRRT on 28-day survival and log(lactate) changes, and its final relationship with the event status. RESULTS: Among the 717 S-AKI patients, 157 received CRRT. CRRT was not associated with 28-day mortality. After adjustments, the relationship between CRRT use and log(lactate) elevation was statistically significant. The parameter estimation of CRRT and log(lactate) indicated that using CRRT will increase log(lactate) by 0.041 in S-AKI patients. The joint model also instigated a fixed association between changes in the lactate level and the event result, revealing an exp value of (0.755) = 2.12, indicating that an increase of one unit in log(lactate) will increase the risk of 28-day mortality 2.12-times. CONCLUSION: There was no significant association between CRRT use and 28-day survival in S-AKI patients, and JM showed that CRRT use might be associated with elevation of longitudinal lactate levels. Therefore, additional attention should be paid to other treatments to control lactate levels when providing renal support for patients with S-AKI. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12873-022-00589-6. BioMed Central 2022-02-28 /pmc/articles/PMC8886847/ /pubmed/35227200 http://dx.doi.org/10.1186/s12873-022-00589-6 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Wang, Zichen Zhang, Luming Xu, Fengshuo Han, Didi Lyu, Jun The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
title | The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
title_full | The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
title_fullStr | The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
title_full_unstemmed | The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
title_short | The association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
title_sort | association between continuous renal replacement therapy as treatment for sepsis-associated acute kidney injury and trend of lactate trajectory as risk factor of 28-day mortality in intensive care units |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8886847/ https://www.ncbi.nlm.nih.gov/pubmed/35227200 http://dx.doi.org/10.1186/s12873-022-00589-6 |
work_keys_str_mv | AT wangzichen theassociationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT zhangluming theassociationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT xufengshuo theassociationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT handidi theassociationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT lyujun theassociationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT wangzichen associationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT zhangluming associationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT xufengshuo associationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT handidi associationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits AT lyujun associationbetweencontinuousrenalreplacementtherapyastreatmentforsepsisassociatedacutekidneyinjuryandtrendoflactatetrajectoryasriskfactorof28daymortalityinintensivecareunits |