| Literature DB >> 31564926 |
Zhipeng Xu1, Baoli Cheng1, Shuiqiao Fu2, Xu Liu3, Guohao Xie1, Zhongwang Li1, Yun Ji2, Qinghui Fu2, Zhinan Xu4, Xiangming Fang1.
Abstract
PURPOSE: Sepsis-associated coagulopathy (SAC) contributes to the development of multiple organ failure (MOF) and increasing mortality. The present study was conducted to investigate whether coagulative biomarkers on admission to the intensive care unit (ICU) can predict acute kidney injury (AKI) and mortality in patients with septic shock caused by intra-abdominal infection (IAI). PATIENTS AND METHODS: An observational retrospective study was conducted in the surgical ICU. We studied patients who met the criteria of septic shock (Sepsis-3) caused by IAI between January 1, 2013, and December 31, 2016. By adjusting for baseline characteristics, multivariate regression analyses were employed to identify independent risk factors for predicting AKI and mortality.Entities:
Keywords: acute kidney injury; biomarker; coagulopathy; intra-abdominal infection; mortality; septic shock
Year: 2019 PMID: 31564926 PMCID: PMC6732509 DOI: 10.2147/IDR.S218592
Source DB: PubMed Journal: Infect Drug Resist ISSN: 1178-6973 Impact factor: 4.003
Figure 1Flowchart of the enrolled patients.
Baseline characteristics
| Parameters | All (n=138) |
|---|---|
| Demographic data | |
| Age (y), median (IQR) | 69.0 (57.0–80.0) |
| Male sex, n (%) | 85 (62) |
| Admission status data | |
| Source of intra-abdominal infection | |
| Gastroduodenal disease, n (%) | 58 (42) |
| Biliary disease, n (%) | 30 (22) |
| Colorectal disease, n (%) | 21 (15) |
| Ileocecal and appendiceal disease, n (%) | 15 (11) |
| Abdominal abscess, n (%) | 9 (7) |
| Severe acute pancreatitis, n (%) | 5 (4) |
| Comorbidities | |
| Hypertension, n (%) | 55 (40) |
| CCI, median (IQR) | 1.0 (0.0–2.0) |
| Data for the first 24 hrs in the ICU | |
| SOFA score, median (IQR) | 10.0 (8.0–12.0) |
| APACHE II score, median (IQR) | 19.5 (14.0–25.0) |
| Cumulative fluid balance (mL), median (IQR) | 5827.5 (4795.0–7220.0) |
| Primary outcomes | |
| No AKI, n (%) | 73 (53) |
| Maximum AKI stage during ICU stay, n (%) | |
| Stage 1 | 18 (13) |
| Stage 2 | 29 (21) |
| Stage 3 | 18 (13) |
| Death within 30 days, n (%) | 44 (32) |
| RRT, n (%) | 31 (22) |
| Ventilation duration (days), median (IQR) | 4.4 (2.0–10.0) |
| Length of ICU stay (days), median (IQR) | 6.1 (2.9–13.7) |
Abbreviations: CCI, Charlson Comorbidity Index; SOFA score, Sequential Organ Failure Assessment score; APACHE II score, Acute Physiology and Chronic Health Evaluation II score; AKI, acute kidney injury; RRT, renal replacement therapy; ICU, intensive care unit.
Univariable analysis of baseline characteristics
| Variable | No AKI (n=73) | AKI (n=65) | Odds ratio (95% CI) | Survival within 30 days (n=94) | Nonsurvival (n=44) | Odds ratio (95% CI) | ||
|---|---|---|---|---|---|---|---|---|
| Age (years) | 65.0 (55.0–78.5) | 71.0 (60.5–82.0) | 1.021 (1.000–1.044) | 0.054 | 66.5 (56.0–79) | 71.5 (61.3–82.8) | 1.025 (1.000–1.050) | 0.047 |
| Male sex | 43 (31) | 42 (30) | 1.274 (0.639–2.540) | 0.491 | 56 (60) | 29 (66) | 1.312 (0.621–2.769) | 0.476 |
| Hypertension | 21 (15) | 34 (25) | 0.368 (0.182–0.743) | 0.005 | 37 (39) | 18 (41) | 1.067 (0.514–2.212) | 0.863 |
| CCI | 1.0 (0.0–2.0) | 1.0 (0.0–2.0) | 1.225 (0.975–1.540) | 0.082 | 1.0 (0.0–2.0) | 2.0 (0.25–2.0) | 1.310 (1.039–1.652) | 0.022 |
| PCT (ng/mL) | 11.1 (2.8–48.8) | 24.3 (7.3–100.0) | 1.013 (1.003–1.022) | 0.009 | 15.1 (5.0–55.8) | 18.0 (2.8–88.0) | 1.003 (0.994–1.013) | 0.502 |
| NT-proBNP (pg/mL) | 1150.0 (391.0–2663.5) | 3792.0 (1214.5–9115.0) | 1.117 (1.040–1.199) | 0.002 | 1716.0 (447.5–3640.0) | 3746.0 (1258.0–13,848.0) | 1.042 (1.042–1.170) | 0.001 |
| SCr (μmol/L) | 68.0 (52.0–82.5) | 174.0 (94.0–203.0) | 1.043 (1.028–1.059) | <0.001 | 77.0 (56.0–129.8) | 116.0 (75.8–197.8) | 1.009 (1.004–1.015) | 0.001 |
| Lac (mmol/L) | 2.7 (1.6–3.4) | 3.6 (2.3–5.8) | 1.181 (1.038–1.343) | 0.011 | 2.8 (1.6–3.7) | 4.0 (2.3–6.8) | 1.240 (1.088–1.412) | 0.001 |
| SOFA score | 9.0 (7.0–11.0) | 12.0 (10.0–15.0) | 1.478 (1.263–1.729) | <0.001 | 9.0 (8.0–11.0) | 12 (10.3–15.8) | 1.493 (1.273–1.752) | <0.001 |
| APACHE II score | 15.5 (13.0–21.0) | 23.0 (19.0–27.8) | 1.170 (1.097–1.249) | <0.001 | 16.0 (14.0–21.0) | 24.5 (20.0–28.8) | 1.170 (1.095–1.249) | <0.001 |
| Cumulative fluid balance (mL) | 2715.0 (1660.0–3579.0) | 3500.0 (2042.5–5050.0) | 1.290 (1.079–1.542) | 0.005 | 2805.0 (1707.5–3592) | 4050 (2658.8–5516.3) | 1.490 (1.213–1.831) | <0.001 |
| RRT | 5 (4) | 26 (19) | 0.110 (0.039–0.310) | <0.001 | 8 (9) | 23 (52) | 0.085 (0.033–0.216) | <0.001 |
| Ventilation duration | 3.4 (1.2–9.3) | 6.6 (2.7–12.6) | 1.014 (0.979–1.050) | 0.441 | 4.3 (1.5–9.8) | 4.5 (2.6–11.8) | 0.991 (0.954–1.030) | 0.645 |
| Length of ICU stay | 5.0 (2.6–10.7) | 7.6 (3.4–14.9) | 1.014 (0.980–1.049) | 0.415 | 6.5 (3.0–13.7) | 5.4 (2.7–14.0) | 0.975 (0.936–1.016) | 0.234 |
Notes: Continuous variables with normal distribution are presented as the mean ± standard deviation (SD), continuous variables with non-normally distribution are presented as the median (interquartile range (IQR) and categorical variables are presented as n (%).
Abbreviations: CCI, Charlson Comorbidity Index; PCT, serum procalcitonin; NT-proBNP, serum N-Terminal pro-brain natriuretic peptide; SCr, serum creatinine; Lac, serum lactate; SOFA score, Sequential Organ Failure Assessment score; APACHE II score, Acute Physiology and Chronic Health Evaluation II score; RRT, renal replacement therapy; ICU, intensive care unit.
The relationship between coagulative biomarkers and AKI according to multivariable logistic regression analysis
| Coagulative biomarkers | AKI Median (IQR) | Non-AKI Median (IQR) | Unadjusted OR (95% CI) | Adjusted: model 1 | Adjusted: model 2 | |||
|---|---|---|---|---|---|---|---|---|
| APTT | 49.5 (42.3–60.9) | 44.3 (37.2–49.6) | 1.050 (1.018–1.083) | 0.002 | 1.074 (1.030–1.120) | 0.001 | 1.074 (1.032–1.118) | <0.001 |
| PT | 18.5 (16.1–23.2) | 17.2 (15.5–19.3) | 1.115 (1.031–1.206) | 0.007 | 1.162 (1.037–1.302) | 0.010 | 1.168 (1.052–1.298) | 0.004 |
| INR | 1.53 (1.30–2.0) | 1.41 (1.28–1.66) | 2.571 (1.209–5.470) | 0.014 | 3.923 (1.322–11.640) | 0.014 | - | - |
| D-dimer | 3770.0 (2445.0–9130.0) | 2810.0 (723.5–5095.0) | 1.108 (1.024–1.198) | 0.011 | 1.098 (1.002–1.202) | 0.045 | 1.096 (1.003–1.197) | 0.042 |
| Fg | 3.2 (2.5–4.5) | 3.4 (1.7–4.8) | 0.924 (0.788–1.085) | 0.336 | - | - | - | - |
| PLT | 106.0 (67.5–141.5) | 124.0 (80.5–172.0) | 0.995 (0.989–1.000) | 0.046 | 1.001 (0.994–1.009) | 0.752 | 0.996 (0.989–1.003) | 0.262 |
Notes: Model 1 included age, sex, hypertension, CCI, PCT, NT-proBNP, Lac and SOFA score; Model 2 included age, sex, hypertension, CCI, PCT, NT-proBNP, Lac and APACHE II score.
Abbreviations: APTT, activated partial thromboplastin time; PT, prothrombin time; INR, international normalized ratio; Fg, plasma fibrinogen; PLT, platelet; CCI, Charlson Comorbidity Index; PCT, serum procalcitonin; NT-proBNP, serum N-Terminal pro-brain natriuretic peptide; Lac, serum lactate; SOFA score, Sequential Organ Failure Assessment score; APACHE II score, Acute Physiology and Chronic Health Evaluation II score.
Figure 2Comparison of the area under the curve (AUC) of coagulative biomarkers for predicting AKI. (A) Comparison of the AUC for APTT, PT, INR and D-dimer level after adjustment for model 1. (B) Comparison of the AUC for APTT, PT and D-dimer level after adjustment for model 2.
The AUC of coagulative biomarkers for predicting AKI after adjustment for baseline characteristics in model 1 or model 2
| Coagulative biomarkers | AUC | 95% CI | Sensitivity (%) | Specificity (%) | Youden Index |
|---|---|---|---|---|---|
| Adjusted: model 1 | |||||
| APTT | 0.857 | 0.797–0.918 | 76.9 | 80.8 | 0.577 |
| PT | 0.832 | 0.765–0.898 | 78.5 | 72.6 | 0.511 |
| D-dimer | 0.844 | 0.780–0.909 | 83.1 | 75.3 | 0.584 |
| INR | 0.828 | 0.761–0.895 | 83.1 | 69.9 | 0.530 |
| Adjusted: model 2 | |||||
| APTT | 0.848 | 0.784–0.912 | 69.2 | 89.0 | 0.582 |
| PT | 0.826 | 0.757–0.894 | 75.4 | 79.5 | 0.549 |
| D-dimer | 0.820 | 0.749–0.892 | 81.5 | 75.3 | 0.568 |
Notes: Model 1 included age, sex, hypertension, CCI, PCT, NT-proBNP, Lac and SOFA score; Model 2 included age, sex, hypertension, CCI, PCT, NT-proBNP, Lac and APACHE II score.
Abbreviations: APTT, activated partial thromboplastin time; PT, prothrombin time; INR, international normalized ratio; CCI, Charlson Comorbidity Index; PCT, serum procalcitonin; NT-proBNP, serum N-Terminal pro-brain natriuretic peptide; Lac, serum lactate; SOFA score, Sequential Organ Failure Assessment score; APACHE II score, Acute Physiology and Chronic Health Evaluation II score.
Multivariate Cox regression analysis for 30-day mortality
| Coagulative biomarkers | Survivors Median (IQR) | Nonsurvivors Median (IQR) | Unadjusted OR (95% CI) | Adjusted: model 1 | Adjusted: model 2 | |||
|---|---|---|---|---|---|---|---|---|
| APTT | 44.9 (39.0–50.9) | 51.0 (43.7–64.0) | 1.044 (1.015–1.074) | 0.003 | 1.065 (1.025–1.107) | 0.001 | 1.061 (1.023–1.102) | 0.002 |
| PT | 17.2 (15.5–19.6) | 18.7 (16.1–23.1) | 1.058 (0.993–1.127) | 0.083 | - | - | - | - |
| INR | 1.5 (1.3–1.7) | 1.6 (1.3–2.0) | 1.852 (0.982–3.493) | 0.057 | - | - | - | - |
| D-dimer | 3345.0 (947.5–6097.5) | 3245.0 (2252.5–7780.0) | 1.017 (0.944–1.095) | 0.663 | - | - | - | - |
| Fg | 3.5 (2.6–5.0) | 3.1 (1.6–3.8) | 0.809 (0.649–1.008) | 0.059 | - | - | - | - |
| PLT | 131.0 (88.8–165.3) | 91.5 (49.3–132.8) | 0.990 (0.983–0.997) | 0.003 | 0.995 (0.987–1.004) | 0.293 | 0.990 (0.981–0.998) | 0.016 |
Notes: Model 1 included age, sex, hypertension, CCI, PCT, NT-proBNP, Lac and SOFA score; Model 2 included age, sex, hypertension, CCI, PCT, NT-proBNP, Lac and APACHE II score.
Abbreviations: APTT, activated partial thromboplastin time; PT, prothrombin time; INR, international normalized ratio; PLT, platelet; CCI, Charlson Comorbidity Index; PCT, serum procalcitonin; NT-proBNP, serum N-Terminal pro-brain natriuretic peptide; Lac, serum lactate; SOFA score, Sequential Organ Failure Assessment score; APACHE II score, Acute Physiology and Chronic Health Evaluation II score.
Figure 3(A) Kaplan-Meier survival curves of 30-day mortality according to plasma APTT levels. (B) The 30-day mortality rates according to the interquartile range of plasma APTT levels. (Q1, APTT ≤39.8 s; Q2, 39.8 s < APTT ≤46.8 s; Q3, 46.8 s < APTT ≤53.3 s; Q4, APTT >53.3 s).