| Literature DB >> 32670413 |
Jinyao Shi1, Zhouqiao Wu1, Qi Wang1, Yan Zhang1, Fei Shan1, Shiyang Hou1, Xiangji Ying1, Longtao Huangfu1, Ziyu Li2, Jiafu Ji2.
Abstract
BACKGROUND: With the popularization of Enhanced Recovery After Surgery (ERAS), identifying patients with complications before discharging becomes important. This study aimed to explore the efficacy of C-reactive protein (CRP) in predicting infectious complications after gastrectomy.Entities:
Keywords: CRP; ERAS; anastomotic leakage; complication; predictive marker
Year: 2020 PMID: 32670413 PMCID: PMC7339084 DOI: 10.1177/1756284820936542
Source DB: PubMed Journal: Therap Adv Gastroenterol ISSN: 1756-283X Impact factor: 4.409
Patients’ characteristics, surgical information, and pathological information in training set (n = 263).
| Total ( | Postoperative complications
( |
| Infectious complications
( |
| Anastomotic leakage ( |
| |
|---|---|---|---|---|---|---|---|
| Gender | 0.74 | 0.45 | 0.54 | ||||
| Male | 209 | 63 | 21 | 15 | |||
| Female | 54 | 18 | 3 | 2 | |||
| Age | 62 (54–67) | 64 (57–68) |
| 66 (61–71) |
| 66 (63–71) |
|
| <65 | 163 | 41 |
| 9 |
| 6 |
|
| ⩾65 | 100 | 40 | 15 | 11 | |||
| BMI (kg/m2) | 24 (22–26) | 23.5 (21–25) | 0.42[ | 24 (21–25) | 0.49[ | 24.5 (21–26) | 0.87[ |
| ASA score | 0.42 | 0.56 | 0.09 | ||||
| 1 | 11 | 5 | 2 | 2 | |||
| 2 | 235 | 70 | 20 | 13 | |||
| 3 | 16 | 6 | 2 | 2 | |||
| Miss | 1 | 0 | 0 | 0 | |||
| Diabetes | 1.00 | 1.00 | 0.96 | ||||
| No | 239 | 74 | 22 | 16 | |||
| Yes | 24 | 7 | 2 | 1 | |||
| Hypertension | 0.46 | 0.64 | 0.36 | ||||
| No | 188 | 55 | 16 | 10 | |||
| Yes | 75 | 26 | 8 | 7 | |||
| Preoperative treatment | 0.63 | 0.44 | 1.000 | ||||
| No | 204 | 61 | 17 | 13 | |||
| Yes | 59 | 20 | 7 | 4 | |||
| cTNM stage | 0.87 | 0.16 | 0.28 | ||||
| I | 63 | 18 | 2 | 1 | |||
| II | 51 | 14 | 4 | 3 | |||
| III | 123 | 40 | 16 | 11 | |||
| IV | 26 | 9 | 2 | 2 | |||
| Tumor location |
|
|
| ||||
| Upper gastric | 87 | 39 | 15 | 13 | |||
| Non-upper gastric | 176 | 42 | 9 | 4 | |||
| Tumor differentiation | 0.13 | 0.19 | 0.53 | ||||
| G1 | 10 | 4 | 1 | 0 | |||
| G2 | 124 | 46 | 16 | 11 | |||
| G3 | 110 | 27 | 6 | 5 | |||
| Unknown | 19 | 4 | 1 | 1 | |||
| Operative approach | 0.50 | 0.09 |
| ||||
| Open | 144 | 47 | 9 | 4 | |||
| Laparoscopic | 119 | 34 | 15 | 13 | |||
| Resection range |
|
|
| ||||
| Distal gastrectomy | 128 | 26 | 6 | 2 | |||
| Total gastrectomy | 119 | 50 | 18 | 15 | |||
| Combined resection | 6 | 2 | 0 | 0 | |||
| Others | 10 | 3 | 0 | 0 | |||
| Lymph node dissection | 1.00 | 0.96 | 1.00 | ||||
| D0 | 0 | 0 | 0 | 0 | |||
| D1+ | 17 | 5 | 1 | 1 | |||
| D2 | 246 | 76 | 23 | 16 |
Bold values here represent the p values 0.05, which were considered statistically significant.
Mann–Whitney tests.
ASA, American Society of Anesthesiologists; BMI, Body mass index; cTNM, Clinical TNM Stage.
Patients’ characteristics, surgical information, and pathological information in validation set (n = 87).
| Total ( | Postoperative complications
( |
| Infectious complications
( |
| Anastomotic leakage ( |
| |
|---|---|---|---|---|---|---|---|
| Gender | 0.62 | 1.00 | 1.00 | ||||
| Male | 61 | 21 | 5 | 4 | |||
| Female | 26 | 7 | 2 | 1 | |||
| Age | 62 (54–66) | 62 (54–66) | 0.69[ | 64 (62–66) | 0.34[ | 64 (58–65) | 0.64[ |
| <65 | 62 | 21 | 0.63 | 5 | 1.00 | 4 |
|
| ⩾65 | 25 | 7 | 2 | 1 | |||
| BMI (kg/m2) | 24 (22–26) | 22 (20–24) |
| 22 (20–24) | 0.09[ | 21 (19–23) | 0.06[ |
| ASA Score | 1.00 | 1.00 | 1.00 | ||||
| 1 | 6 | 2 | 0 | 0 | |||
| 2 | 77 | 24 | 7 | 5 | |||
| 3 | 3 | 1 | 0 | 0 | |||
| Miss | 1 | 1 | 0 | 0 | |||
| Diabetes | 0.07 | 1.00 | 1.00 | ||||
| No | 78 | 28 | 7 | 5 | |||
| Yes | 9 | 0 | 0 | 0 | |||
| Hypertension | 0.14 | 1.00 | 0.95 | ||||
| No | 62 | 23 | 5 | 3 | |||
| Yes | 25 | 5 | 2 | 2 | |||
| Preoperative treatment | 1.00 | 0.49 | 1.000 | ||||
| No | 54 | 17 | 3 | 3 | |||
| Yes | 33 | 11 | 4 | 2 | |||
| cTNM stage | 0.09 | 0.66 | 0.60 | ||||
| I | 9 | 3 | 0 | 0 | |||
| II | 12 | 2 | 0 | 0 | |||
| III | 27 | 5 | 2 | 1 | |||
| IV | 36 | 16 | 5 | 4 | |||
| Unknown | 3 | 2 | 0 | 0 | |||
| Tumor location | 0.12 | 0.50 | 1.00 | ||||
| Upper gastric | 38 | 9 | 2 | 2 | |||
| Non-upper gastric | 48 | 18 | 5 | 3 | |||
| Unknown | 1 | 1 | 0 | 0 | |||
| Tumor differentiation | 0.05 | 0.31 | 0.38 | ||||
| G1 | 2 | 2 | 0 | 0 | |||
| G2 | 21 | 3 | 0 | 0 | |||
| G3 | 53 | 19 | 5 | 5 | |||
| Unknown | 11 | 4 | 2 | 0 | |||
| Operative approach | 0.36 | 0.66 | 1.00 | ||||
| Open | 49 | 18 | 5 | 3 | |||
| Laparoscopic | 38 | 10 | 2 | 2 | |||
| Resection range | 0.27 | 0.27 | 0.55 | ||||
| Distal gastrectomy | 30 | 8 | 1 | 1 | |||
| Total gastrectomy | 46 | 14 | 6 | 4 | |||
| Combined resection | 0 | 0 | 0 | 0 | |||
| Others | 11 | 6 | 0 | 0 | |||
| Lymph node dissection | 0.11 | 1.00 | 1.00 | ||||
| D0 | 2 | 2 | 0 | 0 | |||
| D1+ | 6 | 1 | 0 | 0 | |||
| D2 | 79 | 25 | 7 | 5 |
Bold values here represent the p values 0.05, which were considered statistically significant.
Mann–Whitney tests.
ASA, American Society of Anesthesiologists; BMI, Body mass index; cTNM, Clinical TNM Stage.
Figure 1.Postoperative chronological changes in WBC (a) and CRP level (b) between patients with or without infectious complications.
CRP, C-reactive protein; IC, infectious complication; WBC, white blood cell.
Figure 2.Postoperative chronological changes in WBC (a) and CRP level (b) between patients with or without anastomotic leakage.
AL, anastomotic leakage; CRP, C-reactive protein; WBC, white blood cell.
Receiver operating characteristic analysis for the diagnosis of infectious complication.
| POD | AUC | 95% CI | Cut-off value | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | ||
|---|---|---|---|---|---|---|---|---|---|
| WBC count (×109/L) | |||||||||
| 1 | 0.497 | 0.964 | 0.363–0.631 | 14.265 | 27 | 86 | 17.6 | 91.5 | |
| 3 | 0.594 | 0.244 | 0.445–0.743 | 6.820 | 86 | 37 | 11.2 | 96.5 | |
| 5 | 0.678 | 0.186 | 0.478–0.878 | 6.225 | 100 | 39 | 10.2 | 100 | |
| CRP (mg/L) | |||||||||
| 1 | 0.530 | 0.646 | 0.387–0.672 | 46.550 | 27 | 83 | 14.6 | 91.2 | |
| 3 | 0.693 |
| 0.552–0.835 | 69.450 | 86 | 49 | 13.5 | 97.3 | |
| 5 | 0.811 |
| 0.636–0.986 | 166.650 | 60 | 93 | 37.5 | 97.1 | |
Bold values here represent the p values 0.05, which were considered statistically significant.
AUC, area under the curve; CI, confidence interval; CRP, C-reactive protein; NPV, negative predict value; POD, postoperative day; PPV, positive predict value; WBC, white blood cell.
Figure 3.ROC curves for the diagnostic accuracy of WBC and CRP on (a) POD1, (b) POD3, and (c) POD5 in predicting infectious complications.
CRP, C-reactive protein; POD, postoperative day; ROC, receiver operating characteristic; WBC, white blood cell.
Receiver operating characteristic analysis for the diagnosis of anastomotic leakage.
| POD | AUC | 95% CI | Cut-off value | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) | ||
|---|---|---|---|---|---|---|---|---|---|
| WBC count (×109/L) | |||||||||
| 1 | 0.457 | 0.566 | 0.301–0.612 | 14.265 | 25 | 85 | 11.8 | 93.6 | |
| 3 | 0.457 | 0.667 | 0.301–0.614 | 6.820 | 78 | 35 | 6.5 | 96.5 | |
| 5 | 0.676 | 0.305 | 0.497–0.854 | 6.585 | 100 | 49 | 7.3 | 100 | |
| CRP (mg/L) | |||||||||
| 1 | 0.565 | 0.385 | 0.393–0.737 | 33.400 | 56 | 69 | 12.3 | 95.3 | |
| 3 | 0.559 | 0.549 | 0.392–0.727 | 69.450 | 78 | 47 | 7.9 | 97.3 | |
| 5 | 0.806 | 0.073 | 0.552–1.000 | 166.650 | 67 | 92 | 25.0 | 98.6 | |
AUC, area under the curve; CI, confidence interval; CRP, C-reactive protein; NPV, negative predict value; POD, postoperative day; PPV, positive predict value; WBC, white blood cell.
Univariate and multivariate analysis of WBC and CRP level for infectious complication.
| Univariate analysis | Multivariate analysis | |||
|---|---|---|---|---|
| OR (95% CI) | Adjusted OR (95% CI) | |||
| WBC-POD1 | 0.229 | |||
| ⩽14.265 | Reference | |||
| >14.265 | 1.838 (0.682–4.955) | |||
| WBC-POD3 |
| |||
| ⩽6.820 | Reference | Reference | 0.079 | |
| >6.820 | 3.611 (1.018–12.810) | 3.203 (0.872–11.759) | ||
| WBC-POD5 | 0.103 | |||
| ⩽6.225 | Reference | |||
| >6.225 | 5.769 (0.704–47.309) | |||
| CRP-POD1 | 0.267 | |||
| ⩽46.550 | Reference | |||
| >46.550 | 1.768 (0.646–4.838) | |||
| CRP-POD3 |
|
| ||
| ⩽69.450 | Reference | Reference | ||
| >69.450 | 5.766 (1.248–26.645) | 4.803 (1.019–22.627) | ||
| CRP-POD5 |
|
| ||
| ⩽166.650 | Reference | Reference | ||
| >166.650 | 20.700 (2.784–153.918) | 20.700 (2.784–153.918) | ||
Bold values here represent the p values 0.05, which were considered statistically significant.
CI, confidence interval; CRP, C-reactive protein; OR, odds ratio; POD, postoperative day; WBC, white blood cell.
Univariate and multivariate analysis of WBC and CRP level for anastomotic leakage.
| Univariate analysis | Multivariate analysis | |||
|---|---|---|---|---|
| OR (95% CI) | Adjusted OR (95% CI) | |||
| WBC-POD1 | 0.480 | |||
| ⩽14.265 | Reference | |||
| >14.265 | 1.521 (0.474–4.879) | |||
| WBC-POD3 | 0.237 | |||
| ⩽6.820 | Reference | |||
| >6.820 | 2.207 (0.594–8.205) | |||
| WBC-POD5 | 0.094 | |||
| ⩽6.585 | Reference | |||
| >6.585 | 6.222 (0.733–52.787) | |||
| CRP-POD1 |
| – | ||
| ⩽33.400 | Reference | – | ||
| >33.400 | 2.853 (1.018–7.997) | − | ||
| CRP-POD3 | 0.160 | |||
| ⩽69.450 | Reference | |||
| > | 3.159 (0.636–15.685) | |||
| CRP-POD5 |
|
| ||
| ⩽ | Reference | Reference | ||
| > | 23.333 (1.838–296.192) | 20.000 (1.374–291.067) | ||
Bold values here represent the p values <0.05, which were considered statistically significant.CI, confidence interval; CRP, C-reactive protein; OR, odds ratio; POD, postoperative day; WBC, white blood cell.