Cargando…
Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database
INTRODUCTION: This study aimed to explore the association of serum lactate with clinical outcomes in elderly patients with sepsis based on data from the MIMIC-IV database. METHODS: All elderly patients with sepsis (age ≥ 65 years) were included. Different models were constructed for exploring the re...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Healthcare
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925625/ https://www.ncbi.nlm.nih.gov/pubmed/36520327 http://dx.doi.org/10.1007/s40121-022-00736-3 |
_version_ | 1784888102177734656 |
---|---|
author | He, Liudang Yang, Donghua Ding, Qiong Su, Yingjie Ding, Ning |
author_facet | He, Liudang Yang, Donghua Ding, Qiong Su, Yingjie Ding, Ning |
author_sort | He, Liudang |
collection | PubMed |
description | INTRODUCTION: This study aimed to explore the association of serum lactate with clinical outcomes in elderly patients with sepsis based on data from the MIMIC-IV database. METHODS: All elderly patients with sepsis (age ≥ 65 years) were included. Different models were constructed for exploring the relationships between lactate and 28-day mortality. A two-segment linear regression model was performed to verify the threshold effects of lactate on clinical outcomes and smooth curve fitting was performed. RESULTS: A total of 4199 elderly patients with sepsis were included. The 28-day mortality was 32.22% (n = 1395). After adjustment for all potential cofounders, for each 1 mmol/l increment in lactate, the odds ratio (OR) of 28-day mortality was 1.23 (95% CI 1.18–1.28, P < 0.0001). Smooth fitting curves indicated a non-linear positive relationship between lactate and 28-day mortality. The turning point of lactate level was 5.7 mmol/l: at ≤ 5.7 mmol/l, with each 1 mmol/l increment in lactate, the risk of 28-day mortality increased significantly (OR 1.32, 95% CI 1.25–1.38, P < 0.0001); the significantly positive relationship was still present at lactate > 5.7 mmol/l (OR 1.10, 95% CI 1.04–1.18, P = 0.0019). The area under the ROC curve (AUC) of lactate was 0.618 (95% CI 0.599–0.635) and the cutoff value of lactate was 2.4 mmol/l with a sensitivity of 0.483 and a specificity of 0.687. CONCLUSION: In elderly patients with sepsis, a non-linear positive relationship was discovered between serum lactate and 28-day mortality. Physicians should be alert to lactate assessment at admission and pay more attention to those patients with higher levels of lactate. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40121-022-00736-3. |
format | Online Article Text |
id | pubmed-9925625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Healthcare |
record_format | MEDLINE/PubMed |
spelling | pubmed-99256252023-02-15 Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database He, Liudang Yang, Donghua Ding, Qiong Su, Yingjie Ding, Ning Infect Dis Ther Original Research INTRODUCTION: This study aimed to explore the association of serum lactate with clinical outcomes in elderly patients with sepsis based on data from the MIMIC-IV database. METHODS: All elderly patients with sepsis (age ≥ 65 years) were included. Different models were constructed for exploring the relationships between lactate and 28-day mortality. A two-segment linear regression model was performed to verify the threshold effects of lactate on clinical outcomes and smooth curve fitting was performed. RESULTS: A total of 4199 elderly patients with sepsis were included. The 28-day mortality was 32.22% (n = 1395). After adjustment for all potential cofounders, for each 1 mmol/l increment in lactate, the odds ratio (OR) of 28-day mortality was 1.23 (95% CI 1.18–1.28, P < 0.0001). Smooth fitting curves indicated a non-linear positive relationship between lactate and 28-day mortality. The turning point of lactate level was 5.7 mmol/l: at ≤ 5.7 mmol/l, with each 1 mmol/l increment in lactate, the risk of 28-day mortality increased significantly (OR 1.32, 95% CI 1.25–1.38, P < 0.0001); the significantly positive relationship was still present at lactate > 5.7 mmol/l (OR 1.10, 95% CI 1.04–1.18, P = 0.0019). The area under the ROC curve (AUC) of lactate was 0.618 (95% CI 0.599–0.635) and the cutoff value of lactate was 2.4 mmol/l with a sensitivity of 0.483 and a specificity of 0.687. CONCLUSION: In elderly patients with sepsis, a non-linear positive relationship was discovered between serum lactate and 28-day mortality. Physicians should be alert to lactate assessment at admission and pay more attention to those patients with higher levels of lactate. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40121-022-00736-3. Springer Healthcare 2022-12-15 2023-02 /pmc/articles/PMC9925625/ /pubmed/36520327 http://dx.doi.org/10.1007/s40121-022-00736-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial 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-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Original Research He, Liudang Yang, Donghua Ding, Qiong Su, Yingjie Ding, Ning Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database |
title | Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database |
title_full | Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database |
title_fullStr | Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database |
title_full_unstemmed | Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database |
title_short | Association Between Lactate and 28-Day Mortality in Elderly Patients with Sepsis: Results from MIMIC-IV Database |
title_sort | association between lactate and 28-day mortality in elderly patients with sepsis: results from mimic-iv database |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9925625/ https://www.ncbi.nlm.nih.gov/pubmed/36520327 http://dx.doi.org/10.1007/s40121-022-00736-3 |
work_keys_str_mv | AT heliudang associationbetweenlactateand28daymortalityinelderlypatientswithsepsisresultsfrommimicivdatabase AT yangdonghua associationbetweenlactateand28daymortalityinelderlypatientswithsepsisresultsfrommimicivdatabase AT dingqiong associationbetweenlactateand28daymortalityinelderlypatientswithsepsisresultsfrommimicivdatabase AT suyingjie associationbetweenlactateand28daymortalityinelderlypatientswithsepsisresultsfrommimicivdatabase AT dingning associationbetweenlactateand28daymortalityinelderlypatientswithsepsisresultsfrommimicivdatabase |