Cargando…
No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis
BACKGROUND: Sex-stratified medicine is an important aspect of precision medicine. We aimed to compare the incidence and risk factors of acute kidney injury (AKI) for critically ill men and women with sepsis. Furthermore, the short-term mortality was compared between men and women with sepsis associa...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329949/ https://www.ncbi.nlm.nih.gov/pubmed/35911764 http://dx.doi.org/10.3389/fimmu.2022.895018 |
_version_ | 1784758040878120960 |
---|---|
author | Peng, Junnan Tang, Rui Yu, Qian Wang, Daoxin Qi, Di |
author_facet | Peng, Junnan Tang, Rui Yu, Qian Wang, Daoxin Qi, Di |
author_sort | Peng, Junnan |
collection | PubMed |
description | BACKGROUND: Sex-stratified medicine is an important aspect of precision medicine. We aimed to compare the incidence and risk factors of acute kidney injury (AKI) for critically ill men and women with sepsis. Furthermore, the short-term mortality was compared between men and women with sepsis associated acute kidney injury (SA-AKI). METHOD: This was a retrospective study based on the Medical Information Mart for Intensive Care IV database. We used the multivariable logistic regression analysis to evaluate the independent effect of sex on the incidence of SA-AKI. We further applied three machine learning methods (decision tree, random forest and extreme gradient boosting) to screen for the risk factors associated with SA-AKI in the total, men and women groups. We finally compared the intensive care unit (ICU) and hospital mortality between men and women with SA-AKI using propensity score matching. RESULTS: A total of 6463 patients were included in our study, including 3673 men and 2790 women. The incidence of SA-AKI was 83.8% for men and 82.1% for women. After adjustment for confounders, no significant association was observed between sex and the incidence of SA-AKI (odds ratio (OR), 1.137; 95% confidence interval (CI), 0.949-1.361; p=0.163). The machine learning results revealed that body mass index, Oxford Acute Severity of Illness Score, diuretic, Acute Physiology Score III and age were the most important risk factors of SA-AKI, irrespective of sex. After propensity score matching, men had similar ICU and hospital mortality to women. CONCLUSIONS: The incidence and associated risk factors of SA-AKI are similar between men and women, and men and women with SA-AKI experience comparable rates of ICU and hospital mortality. Therefore, sex-related effects may play a minor role in developing SA-AKI. Our study helps to contribute to the knowledge gap between sex and SA-AKI. |
format | Online Article Text |
id | pubmed-9329949 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93299492022-07-29 No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis Peng, Junnan Tang, Rui Yu, Qian Wang, Daoxin Qi, Di Front Immunol Immunology BACKGROUND: Sex-stratified medicine is an important aspect of precision medicine. We aimed to compare the incidence and risk factors of acute kidney injury (AKI) for critically ill men and women with sepsis. Furthermore, the short-term mortality was compared between men and women with sepsis associated acute kidney injury (SA-AKI). METHOD: This was a retrospective study based on the Medical Information Mart for Intensive Care IV database. We used the multivariable logistic regression analysis to evaluate the independent effect of sex on the incidence of SA-AKI. We further applied three machine learning methods (decision tree, random forest and extreme gradient boosting) to screen for the risk factors associated with SA-AKI in the total, men and women groups. We finally compared the intensive care unit (ICU) and hospital mortality between men and women with SA-AKI using propensity score matching. RESULTS: A total of 6463 patients were included in our study, including 3673 men and 2790 women. The incidence of SA-AKI was 83.8% for men and 82.1% for women. After adjustment for confounders, no significant association was observed between sex and the incidence of SA-AKI (odds ratio (OR), 1.137; 95% confidence interval (CI), 0.949-1.361; p=0.163). The machine learning results revealed that body mass index, Oxford Acute Severity of Illness Score, diuretic, Acute Physiology Score III and age were the most important risk factors of SA-AKI, irrespective of sex. After propensity score matching, men had similar ICU and hospital mortality to women. CONCLUSIONS: The incidence and associated risk factors of SA-AKI are similar between men and women, and men and women with SA-AKI experience comparable rates of ICU and hospital mortality. Therefore, sex-related effects may play a minor role in developing SA-AKI. Our study helps to contribute to the knowledge gap between sex and SA-AKI. Frontiers Media S.A. 2022-07-14 /pmc/articles/PMC9329949/ /pubmed/35911764 http://dx.doi.org/10.3389/fimmu.2022.895018 Text en Copyright © 2022 Peng, Tang, Yu, Wang and Qi https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Peng, Junnan Tang, Rui Yu, Qian Wang, Daoxin Qi, Di No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
title | No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
title_full | No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
title_fullStr | No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
title_full_unstemmed | No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
title_short | No sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
title_sort | no sex differences in the incidence, risk factors and clinical impact of acute kidney injury in critically ill patients with sepsis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9329949/ https://www.ncbi.nlm.nih.gov/pubmed/35911764 http://dx.doi.org/10.3389/fimmu.2022.895018 |
work_keys_str_mv | AT pengjunnan nosexdifferencesintheincidenceriskfactorsandclinicalimpactofacutekidneyinjuryincriticallyillpatientswithsepsis AT tangrui nosexdifferencesintheincidenceriskfactorsandclinicalimpactofacutekidneyinjuryincriticallyillpatientswithsepsis AT yuqian nosexdifferencesintheincidenceriskfactorsandclinicalimpactofacutekidneyinjuryincriticallyillpatientswithsepsis AT wangdaoxin nosexdifferencesintheincidenceriskfactorsandclinicalimpactofacutekidneyinjuryincriticallyillpatientswithsepsis AT qidi nosexdifferencesintheincidenceriskfactorsandclinicalimpactofacutekidneyinjuryincriticallyillpatientswithsepsis |