Platelet-to-Lymphocyte Ratio: A Novel Prognostic Factor for Prediction of 90-day Outcomes in Critically Ill Patients With Diabetic Ketoacidosis
Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte ratio (PLR) may be associated with clinical outcome in patients with DKA. This study aimed to investigate the utility of PLR in predicting 90-da...
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Published in | Medicine (Baltimore) Vol. 95; no. 4; p. e2596 |
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Main Authors | , , , , , , , , , |
Format | Journal Article |
Language | English |
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01.01.2016
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ISSN | 0025-7974 1536-5964 1536-5964 |
DOI | 10.1097/MD.0000000000002596 |
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Abstract | Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte ratio (PLR) may be associated with clinical outcome in patients with DKA. This study aimed to investigate the utility of PLR in predicting 90-day clinical outcomes in patients with DKA. Patient data exacted from the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC II) database was analyzed. A cutoff value for PLR of 267.67 was determined using Youden index (P < 0.05) and used to categorize subjects into a high PLR group and a low PLR group. The hazard ratios (HRs) and 95% confidence intervals (CIs) for DKA were calculated across PLR. Clinical outcomes in our study were defined as intensive care unit (ICU) 90-day readmission and all-cause mortality. A total of 278 ICU admissions were enrolled and stratified by cutoff value of PLR. The incidence of readmission and mortality was 17.8% in the high PLR group, significantly higher than 7.4% in the low PLR group. In the multivariable model, after adjusting for known confounding variables including clinical parameters, comorbidities, laboratory parameters, the HRs for DKA were 2.573 (95% CI 1.239-5.345; P = 0.011), 2.648 (95% CI 1.269-5.527; P = 0.009), and 2.650 (95% CI 1.114-6.306; P = 0.028), respectively. The Kaplan-Meier survival curve showed that a high PLR level was associated with a higher risk for 90-day outcomes in patients with DKA. The authors report that higher PLR presents a higher risk for 90-day incidence of readmission and mortality in patients with DKA. It appears to be a novel independent predictor of 90-day outcomes in critically ill DKA patients in ICU units. |
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AbstractList | Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte ratio (PLR) may be associated with clinical outcome in patients with DKA. This study aimed to investigate the utility of PLR in predicting 90-day clinical outcomes in patients with DKA. Patient data exacted from the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC II) database was analyzed. A cutoff value for PLR of 267.67 was determined using Youden index (P < 0.05) and used to categorize subjects into a high PLR group and a low PLR group. The hazard ratios (HRs) and 95% confidence intervals (CIs) for DKA were calculated across PLR. Clinical outcomes in our study were defined as intensive care unit (ICU) 90-day readmission and all-cause mortality. A total of 278 ICU admissions were enrolled and stratified by cutoff value of PLR. The incidence of readmission and mortality was 17.8% in the high PLR group, significantly higher than 7.4% in the low PLR group. In the multivariable model, after adjusting for known confounding variables including clinical parameters, comorbidities, laboratory parameters, the HRs for DKA were 2.573 (95% CI 1.239-5.345; P = 0.011), 2.648 (95% CI 1.269-5.527; P = 0.009), and 2.650 (95% CI 1.114-6.306; P = 0.028), respectively. The Kaplan-Meier survival curve showed that a high PLR level was associated with a higher risk for 90-day outcomes in patients with DKA. The authors report that higher PLR presents a higher risk for 90-day incidence of readmission and mortality in patients with DKA. It appears to be a novel independent predictor of 90-day outcomes in critically ill DKA patients in ICU units.Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte ratio (PLR) may be associated with clinical outcome in patients with DKA. This study aimed to investigate the utility of PLR in predicting 90-day clinical outcomes in patients with DKA. Patient data exacted from the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC II) database was analyzed. A cutoff value for PLR of 267.67 was determined using Youden index (P < 0.05) and used to categorize subjects into a high PLR group and a low PLR group. The hazard ratios (HRs) and 95% confidence intervals (CIs) for DKA were calculated across PLR. Clinical outcomes in our study were defined as intensive care unit (ICU) 90-day readmission and all-cause mortality. A total of 278 ICU admissions were enrolled and stratified by cutoff value of PLR. The incidence of readmission and mortality was 17.8% in the high PLR group, significantly higher than 7.4% in the low PLR group. In the multivariable model, after adjusting for known confounding variables including clinical parameters, comorbidities, laboratory parameters, the HRs for DKA were 2.573 (95% CI 1.239-5.345; P = 0.011), 2.648 (95% CI 1.269-5.527; P = 0.009), and 2.650 (95% CI 1.114-6.306; P = 0.028), respectively. The Kaplan-Meier survival curve showed that a high PLR level was associated with a higher risk for 90-day outcomes in patients with DKA. The authors report that higher PLR presents a higher risk for 90-day incidence of readmission and mortality in patients with DKA. It appears to be a novel independent predictor of 90-day outcomes in critically ill DKA patients in ICU units. Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte ratio (PLR) may be associated with clinical outcome in patients with DKA. This study aimed to investigate the utility of PLR in predicting 90-day clinical outcomes in patients with DKA. Patient data exacted from the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC II) database was analyzed. A cutoff value for PLR of 267.67 was determined using Youden index (P < 0.05) and used to categorize subjects into a high PLR group and a low PLR group. The hazard ratios (HRs) and 95% confidence intervals (CIs) for DKA were calculated across PLR. Clinical outcomes in our study were defined as intensive care unit (ICU) 90-day readmission and all-cause mortality. A total of 278 ICU admissions were enrolled and stratified by cutoff value of PLR. The incidence of readmission and mortality was 17.8% in the high PLR group, significantly higher than 7.4% in the low PLR group. In the multivariable model, after adjusting for known confounding variables including clinical parameters, comorbidities, laboratory parameters, the HRs for DKA were 2.573 (95% CI 1.239-5.345; P = 0.011), 2.648 (95% CI 1.269-5.527; P = 0.009), and 2.650 (95% CI 1.114-6.306; P = 0.028), respectively. The Kaplan-Meier survival curve showed that a high PLR level was associated with a higher risk for 90-day outcomes in patients with DKA. The authors report that higher PLR presents a higher risk for 90-day incidence of readmission and mortality in patients with DKA. It appears to be a novel independent predictor of 90-day outcomes in critically ill DKA patients in ICU units. Supplemental Digital Content is available in the text Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte ratio (PLR) may be associated with clinical outcome in patients with DKA. This study aimed to investigate the utility of PLR in predicting 90-day clinical outcomes in patients with DKA. Patient data exacted from the Multiparameter Intelligent Monitoring in Intensive Care II (MIMIC II) database was analyzed. A cutoff value for PLR of 267.67 was determined using Youden index ( P < 0.05) and used to categorize subjects into a high PLR group and a low PLR group. The hazard ratios (HRs) and 95% confidence intervals (CIs) for DKA were calculated across PLR. Clinical outcomes in our study were defined as intensive care unit (ICU) 90-day readmission and all-cause mortality. A total of 278 ICU admissions were enrolled and stratified by cutoff value of PLR. The incidence of readmission and mortality was 17.8% in the high PLR group, significantly higher than 7.4% in the low PLR group. In the multivariable model, after adjusting for known confounding variables including clinical parameters, comorbidities, laboratory parameters, the HRs for DKA were 2.573 (95% CI 1.239–5.345; P = 0.011), 2.648 (95% CI 1.269–5.527; P = 0.009), and 2.650 (95% CI 1.114–6.306; P = 0.028), respectively. The Kaplan–Meier survival curve showed that a high PLR level was associated with a higher risk for 90-day outcomes in patients with DKA. The authors report that higher PLR presents a higher risk for 90-day incidence of readmission and mortality in patients with DKA. It appears to be a novel independent predictor of 90-day outcomes in critically ill DKA patients in ICU units. |
Author | Braddock, Martin Zhu, Gui-Qi Wang, Li-Ren Lin, Yi-Qian Zheng, Ming-Hua Lin, Shi-Gang Fang, Chen-Chen Zhang, Zhongheng Shen, Fei-Xia Liu, Wen-Yue |
AuthorAffiliation | From the Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University (W-YL, C-CF, F-XS); School of the First Clinical Medical Sciences (S-GL, L-RW, G-QZ); Department of Infection and Liver Diseases, Liver Research Center, the First Affiliated Hospital of Wenzhou Medical University (L-RW, Y-QL, G-QZ, M-HZ); Renji School of Wenzhou Medical University, Wenzhou, China (Y-QL); Global Medicines Development, AstraZeneca R&D, Loughborough, United Kingdom (MB); Department of Critical Care Medicine, Jinhua Municipal Central Hospital, Jinhua Hospital of Zhejiang University, Jinhua (ZZ); and Institute of Hepatology, Wenzhou Medical University, Wenzhou, China (M-HZ) |
AuthorAffiliation_xml | – name: From the Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University (W-YL, C-CF, F-XS); School of the First Clinical Medical Sciences (S-GL, L-RW, G-QZ); Department of Infection and Liver Diseases, Liver Research Center, the First Affiliated Hospital of Wenzhou Medical University (L-RW, Y-QL, G-QZ, M-HZ); Renji School of Wenzhou Medical University, Wenzhou, China (Y-QL); Global Medicines Development, AstraZeneca R&D, Loughborough, United Kingdom (MB); Department of Critical Care Medicine, Jinhua Municipal Central Hospital, Jinhua Hospital of Zhejiang University, Jinhua (ZZ); and Institute of Hepatology, Wenzhou Medical University, Wenzhou, China (M-HZ) |
Author_xml | – sequence: 1 givenname: Wen-Yue surname: Liu fullname: Liu, Wen-Yue organization: From the Department of Endocrinology, the First Affiliated Hospital of Wenzhou Medical University (W-YL, C-CF, F-XS); School of the First Clinical Medical Sciences (S-GL, L-RW, G-QZ); Department of Infection and Liver Diseases, Liver Research Center, the First Affiliated Hospital of Wenzhou Medical University (L-RW, Y-QL, G-QZ, M-HZ); Renji School of Wenzhou Medical University, Wenzhou, China (Y-QL); Global Medicines Development, AstraZeneca R&D, Loughborough, United Kingdom (MB); Department of Critical Care Medicine, Jinhua Municipal Central Hospital, Jinhua Hospital of Zhejiang University, Jinhua (ZZ); and Institute of Hepatology, Wenzhou Medical University, Wenzhou, China (M-HZ) – sequence: 2 givenname: Shi-Gang surname: Lin fullname: Lin, Shi-Gang – sequence: 3 givenname: Li-Ren surname: Wang fullname: Wang, Li-Ren – sequence: 4 givenname: Chen-Chen surname: Fang fullname: Fang, Chen-Chen – sequence: 5 givenname: Yi-Qian surname: Lin fullname: Lin, Yi-Qian – sequence: 6 givenname: Martin surname: Braddock fullname: Braddock, Martin – sequence: 7 givenname: Gui-Qi surname: Zhu fullname: Zhu, Gui-Qi – sequence: 8 givenname: Zhongheng surname: Zhang fullname: Zhang, Zhongheng – sequence: 9 givenname: Ming-Hua surname: Zheng fullname: Zheng, Ming-Hua – sequence: 10 givenname: Fei-Xia surname: Shen fullname: Shen, Fei-Xia |
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Snippet | Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel systemic inflammation marker platelet-to-lymphocyte... Supplemental Digital Content is available in the text Diabetic ketoacidosis (DKA) is a life-threatening acute complication of diabetes mellitus and the novel... |
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SubjectTerms | Adult Aged Critical Illness Diabetic Ketoacidosis - blood Diabetic Ketoacidosis - mortality Female Humans Intensive Care Units Kaplan-Meier Estimate Longitudinal Studies Lymphocyte Count Male Middle Aged Observational Study Patient Readmission Platelet Count Predictive Value of Tests Prognosis Retrospective Studies Time Factors |
Title | Platelet-to-Lymphocyte Ratio: A Novel Prognostic Factor for Prediction of 90-day Outcomes in Critically Ill Patients With Diabetic Ketoacidosis |
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