Changes in biomarkers during perioperation
The results from the GEE model revealed that the values of CRP increased from preoperation to day-1 (overall increase: 69.2 mg/L) and decreased to 36.7 mg/L on day-7 (Table 2, Figure 2A). The serum albumin declined from preoperation to day-1 (overall drop: 0.8 g/dL), with a slow increase of 0.3 g/dL from day-1 to day-7 (Table 2, Figure 2B). Specifically, the value of albumin dropped precipitously after surgery on day-0 (Figure 2B).
Table2 Predicted CRP and albumin values from the GEE model over time
Times
|
CRP (mg/L)
|
P-value
|
Albumin (g/dL)
|
P-value
|
n
|
Mean ± SD
|
changes*
|
n
|
Mean ± SD
|
changes*
|
Preoperation
|
273
|
32.9 ± 1.6
|
-
|
-
|
278
|
3.8 ± 0.0
|
-
|
-
|
Day-0
|
253
|
37.8 ± 2.4
|
5.0
|
0.035
|
278
|
3.1 ± 0.0
|
-0.7
|
0.000
|
Day-1
|
260
|
102.1 ± 3.4
|
64.2
|
0.000
|
128
|
3.0 ± 0.0
|
-0.1
|
0.006
|
Day-7
|
252
|
36.7 ± 1.9
|
-65.4
|
0.000
|
278
|
3.3 ± 0.0
|
0.3
|
0.000
|
CRP: C-reactive protein; SD: standard deviation; *: Compared to the previous point of time.
Comparison of related parameters between two groups based on ΔAlb
There were 47 patients (ΔAlb < 0.5 g/dL) in group 1 and 231 patients (ΔAlb ≥ 0.5 g/dL) in group 2 (Table 3). The median age in group 1 was 77 years, while patients in group 2 were older, with a median age of 82 years (P = 0.007). The median preoperative LOS was 4 days in group 1 and 5 days in group 2 (P = 0.002). Patients in group 2 had a higher prevalence of hypertension (59% vs 38%) and coronary heart disease (62% vs 40%) than those in group 1. Further, there were no significant differences in surgical stress parameters and clinical outcomes between the hypertension group and the non-hypertensive group (Supplementary Table 1), as well as the coronary heart disease group and the non-coronary heart disease group (Supplementary Table 2).
Table 3 Compared characteristics between Group 1 and Group 2
Characteristics
|
Group 1 (n = 47)
|
Group 2 (n = 231)
|
P-value
|
Age, median (range), years
|
77 (71-84)
|
82 (74-86)
|
0.007
|
Women, n (%)
|
37 (79)
|
166 (72)
|
0.334
|
Comorbidity, n (%)
|
|
|
|
Hypertension
|
18 (38)
|
137 (59)
|
0.008
|
Coronary heart disease
|
19 (40)
|
142 (62)
|
0.008
|
Type 2 diabetes
|
10 (21)
|
70 (30)
|
0.213
|
Old cerebral infarction
|
12 (26)
|
77 (33)
|
0.296
|
Osteoporosis
|
12 (26)
|
66 (29)
|
0.672
|
Preoperative laboratories, (Mean ± SD)
|
|
|
|
CRP, (mg/L)
|
34.7 ± 33.6
|
38.9 ± 39.6
|
0.447
|
Hemoglobin, (g/L)
|
121.3 ± 19.4
|
119.3 ± 15.9
|
0.378
|
Hemiarthroplasty, n (%)
|
24 (51)
|
150 (65)
|
0.073
|
Combined spinal-epidural anesthesia, n (%)
|
31 (66)
|
135 (58)
|
0.594
|
Transfusion, n (%)
|
19 (40)
|
97 (42)
|
0.843
|
Preoperative hypoalbuminemia
|
4 (9)
|
36 (16)
|
0.208
|
Preoperative LOS, median (IQR), days
|
4 (3-5)
|
5 (3-7)
|
0.002
|
SD: standard deviation; CRP: C-reactive protein; TLC: total lymphocyte count.
The differences in surgical stress parameters between the two groups are shown in Table 4. The preoperative albumin was 4.0 ± 0.3 g/dL in group 1 and 3.8 ± 0.4 g/dL in group 2 (P < 0.001). After surgery, the albumin in group 2 was significantly lower than that in group 1 (3.0 ± 0.3 g/dL vs 3.7 ± 0.2 g/dL, P < 0.001). The median duration of surgery in group 2 was longer than that in group 1 (75 minutes vs 65 minutes, P = 0.028). The intraoperative blood loss in group 2 was more than that in group 1 (246.7 ± 78.4 mL vs 201.5 ± 59.8 mL, P = 0.031). The ΔCRP in group 2 was 75.2 ± 48.1 mg/L, more than that in group 1, which was 54.9 ± 44.9 mg/L (P = 0.003).
Table 4 Compared surgical stress parameters and clinical outcomes between Group 1 and Group 2
Characteristics
|
Group 1 (n = 47)
|
Group 2 (n = 231)
|
P-value
|
Preoperative Albumin, (g/dL)
|
4.0 ± 0.3
|
3.8 ± 0.4
|
< 0.001
|
Albumin on Day-0, g/dL
|
3.7 ± 0.2
|
3.0 ± 0.3
|
< 0.001
|
Duration of surgery, median (IQR), minutes
|
65 (60-84)
|
75 (60-90)
|
0.028
|
Intraoperative blood loss, (Mean ± SD), mL
|
201.5 ± 59.8
|
246.7 ± 78.4
|
0.031
|
ΔCRP, (mg/L)
|
54.9 ± 44.9
|
75.2 ± 48.1
|
0.003
|
Postoperative hypoalbuminemia
|
7 (15)
|
216 (94)
|
< 0.001
|
Postoperative moderate-severe anaemia
|
19 (40)
|
139 (60)
|
0.013
|
Postoperative LOS, median (IQR), days
|
13 (10-14)
|
14 (11-15)
|
0.045
|
IQR: inter-quartile range; SD: standard deviation; CRP: C-reactive protein; LOS: length of stay.
The differences in clinical outcomes between the two groups are also shown in Table 4. The prevalences of hypoalbuminemia and moderate-severe anaemia in group 2 were higher than that in group 1 (94% vs 15%, 60% vs 40%, P < 0.05). The postoperative LOS in group 2 was longer than that in group 1 (14 days vs 13 days, P = 0.045).
ΔAlb was correlated with surgical stress parameters and postoperative LOS
The results revealed that ΔAlb was correlated with the duration of surgery (r = 0.3, P < 0.001), intraoperative blood loss (r = 0.2, P < 0.001), ΔCRP (r = 0.4, P < 0.001) and postoperative LOS (r = 0.2, P = 0.003), adjusted for control variables (Table 5).
Table 5 The correlation between ΔAlb and surgical stress and clinical outcomes with several control variables
Parameters
|
n
|
correlation
|
P-value
|
Duration of surgery, median (IQR), minutes
|
278
|
0.3
|
< 0.001
|
Intraoperative blood loss, median (IQR), mL
|
278
|
0.2
|
0.005
|
ΔCRP, mg/L
|
258
|
0.4
|
< 0.001
|
Postoperative LOS, median (IQR), days
|
278
|
0.2
|
0.003
|
IQR: inter-quartile range; CRP: C-reactive protein; LOS: length of stay.