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Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery
BACKGROUND: The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful s...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161019/ https://www.ncbi.nlm.nih.gov/pubmed/32295614 http://dx.doi.org/10.1186/s13054-020-02866-x |
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author | Wiersema, Renske Jukarainen, Sakari Vaara, Suvi T. Poukkanen, Meri Lakkisto, Päivi Wong, Hector Linder, Adam van der Horst, Iwan C. C. Pettilä, Ville |
author_facet | Wiersema, Renske Jukarainen, Sakari Vaara, Suvi T. Poukkanen, Meri Lakkisto, Päivi Wong, Hector Linder, Adam van der Horst, Iwan C. C. Pettilä, Ville |
author_sort | Wiersema, Renske |
collection | PubMed |
description | BACKGROUND: The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful subphenotypes in septic AKI with different outcomes. METHODS: We performed a post hoc analysis of the prospective Finnish Acute Kidney Injury (FINNAKI) study cohort. We included patients admitted with sepsis and acute kidney injury during the first 48 h from admission to intensive care (according to Kidney Disease Improving Global Outcome criteria). Primary outcomes were 90-day mortality and renal recovery on day 5. We performed latent class analysis using 30 variables obtained on admission to classify subphenotypes. Second, we used logistic regression to assess the association of derived subphenotypes with 90-day mortality and renal recovery on day 5. RESULTS: In total, 301 patients with septic acute kidney injury were included. Based on the latent class analysis, a two-class model was chosen. Subphenotype 1 was assigned to 133 patients (44%) and subphenotype 2 to 168 patients (56%). Increased levels of inflammatory and endothelial injury markers characterized subphenotype 2. At 90 days, 29% of patients in subphenotype 1 and 41% of patients in subphenotype 2 had died. Subphenotype 2 was associated with a lower probability of short-term renal recovery and increased 90-day mortality. CONCLUSIONS: In this post hoc analysis, we identified two subphenotypes of septic acute kidney injury with different clinical outcomes. Future studies are warranted to validate the suggested subphenotypes of septic acute kidney injury. |
format | Online Article Text |
id | pubmed-7161019 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-71610192020-04-22 Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery Wiersema, Renske Jukarainen, Sakari Vaara, Suvi T. Poukkanen, Meri Lakkisto, Päivi Wong, Hector Linder, Adam van der Horst, Iwan C. C. Pettilä, Ville Crit Care Research BACKGROUND: The pathophysiology of septic acute kidney injury is inadequately understood. Recently, subphenotypes for sepsis and AKI have been derived. The objective of this study was to assess whether a combination of comorbidities, baseline clinical data, and biomarkers could classify meaningful subphenotypes in septic AKI with different outcomes. METHODS: We performed a post hoc analysis of the prospective Finnish Acute Kidney Injury (FINNAKI) study cohort. We included patients admitted with sepsis and acute kidney injury during the first 48 h from admission to intensive care (according to Kidney Disease Improving Global Outcome criteria). Primary outcomes were 90-day mortality and renal recovery on day 5. We performed latent class analysis using 30 variables obtained on admission to classify subphenotypes. Second, we used logistic regression to assess the association of derived subphenotypes with 90-day mortality and renal recovery on day 5. RESULTS: In total, 301 patients with septic acute kidney injury were included. Based on the latent class analysis, a two-class model was chosen. Subphenotype 1 was assigned to 133 patients (44%) and subphenotype 2 to 168 patients (56%). Increased levels of inflammatory and endothelial injury markers characterized subphenotype 2. At 90 days, 29% of patients in subphenotype 1 and 41% of patients in subphenotype 2 had died. Subphenotype 2 was associated with a lower probability of short-term renal recovery and increased 90-day mortality. CONCLUSIONS: In this post hoc analysis, we identified two subphenotypes of septic acute kidney injury with different clinical outcomes. Future studies are warranted to validate the suggested subphenotypes of septic acute kidney injury. BioMed Central 2020-04-15 /pmc/articles/PMC7161019/ /pubmed/32295614 http://dx.doi.org/10.1186/s13054-020-02866-x Text en © The Author(s) 2020 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 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/. The Creative Commons Public Domain Dedication waiver (http://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 Wiersema, Renske Jukarainen, Sakari Vaara, Suvi T. Poukkanen, Meri Lakkisto, Päivi Wong, Hector Linder, Adam van der Horst, Iwan C. C. Pettilä, Ville Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
title | Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
title_full | Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
title_fullStr | Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
title_full_unstemmed | Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
title_short | Two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
title_sort | two subphenotypes of septic acute kidney injury are associated with different 90-day mortality and renal recovery |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7161019/ https://www.ncbi.nlm.nih.gov/pubmed/32295614 http://dx.doi.org/10.1186/s13054-020-02866-x |
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