A total of 178 papers were retrieved after the above search strategy, and 88 were left after removing duplicates. 39 papers were screened out after reading the titles and abstracts and excluding related papers such as reviews, among which 5 papers were not eligible for the trial / control group, 10 papers were not RCTs, and 4 papers were not eligible for the outcome index, and 20 papers were finally included. The screening process is shown in Fig. 1, and the basic characteristics of the final 20 included papers[3–22] are shown in Table 1. 1,150 patients were included in this analysis, 576 in the trial group and 574 in the control group.
DCR
Twenty studies[3–22] (n = 1,150) reported DCR, with a test of heterogeneity across studies of P = 0.90, I2 = 0%, using a fixed-effects model. meta-analysis showed that the disease control rate was higher in the apatinib combined with tegeo group than in the tegeo group, with a statistically significant difference [OR = 3.10, 95% CI (2.30, 4.17), P < 0.00001] (Fig. 4).
Median PFS
Only three studies[3, 4, 12] (n = 207) reported median PFS with a heterogeneity test of P < 0.0001 across studies, I2 = 98%, using a random-effects model. Meta-analysis showed that median progression-free survival in the apatinib combined with tegeo group was not significantly different from that in the tegeo group [MD = 1.24, 95% CI ( -1.19, 3.67), P = 0.32] (Fig. 5).
Median OS
Only three studies[3, 4, 12] (n = 207) reported median OS, with a test of heterogeneity across studies of P = 0.66, I2 = 0%, using a fixed-effects model. meta-analysis showed that the median overall survival was higher in the apatinib combined with tegeo group than in the tegeo group, with a statistically significant difference [MD = 3. 99, 95% CI (3. 56, 4. 43), P < 0.00001] (Fig. 6).
Adverse Reactions
Meta-analysis of the incidence of adverse reactions in the two groups showed that the incidence of hypertension was higher in the apatinib combined with tegeo group than in the tegeo group, with a statistically significant difference [OR = 6.19, 95% CI (1.89, 20.23), P = 0.003]; The incidence of proteinuria was also higher in the apatinib combined with tegeo group than in the tegeo group, with a statistically significant difference [OR = 4.02, 95% CI (1.11, 14.62), P = 0.03]. The difference was statistically significant [OR = 4.02, 95% CI (1.11, 14.62), P = 0.03]; There was no significant difference between the two groups in the remaining adverse effects such as diarrhea, hand-foot syndrome, and bone marrow suppression (Table 2).
Table 2
Meta-analysis results of the incidence of adverse reactions in the two groups
Adverse reactions
|
Number of studies
|
Sample size (n)
|
OR
|
95% CI
|
P
|
Nausea or vomit
|
16
|
911
|
0.85
|
[0.61, 1.16]
|
0.30
|
Hepertension
|
11
|
565
|
6.19
|
[1.89, 20.23]
|
0.003
|
Diarrhea
|
15
|
823
|
0.93
|
[0.62, 1.40]
|
0.72
|
Hand-foot syndrome
|
14
|
798
|
1.35
|
[0.92, 1.98]
|
0.13
|
Proteinuria
|
11
|
735
|
4.02
|
[1.11, 14.62]
|
0.03
|
Myelosuppression
|
15
|
878
|
1.08
|
[0.72, 1.61]
|
0.72
|
Liver injury
|
4
|
338
|
0.87
|
[0.31, 2.47]
|
0.79
|
Mucositis
|
6
|
246
|
1.29
|
[0.69, 2.44]
|
0.42
|
Weakness
|
13
|
701
|
1.08
|
[0.75, 1.54]
|
0.69
|
Neurotoxicity
|
6
|
396
|
1.15
|
[0.72, 1.84]
|
0.55
|
Hemorrhage
|
3
|
276
|
1.52
|
[0.61, 3.76]
|
0.37
|
Rash
|
2
|
230
|
1.75
|
[0.52, 5.90]
|
0.37
|
Related Cytokines
Comparing the levels of relevant cytokines in the two groups after treatment, Meta-analysis showed that the levels of IFN-γ and TNF-α in the apatinib combined with tegeo group were higher than those in the tegeo group, and the difference was statistically significant (P < 0.0001); The levels of IL-10, I L-4, TSGF, CA199, and CEA levels in the apatinib combined with tegeo group were lower than those in the tegeo group, and the differences were statistically significant (P < 0.05) (Table 3).
Table 3
Meta-analysis of the cytokines of the two groups after treatment
Cytokines
|
Number of studies
|
Sample size (n)
|
OR
|
95% CI
|
P
|
IFN-γ
|
3
|
175
|
3.22
|
[1.91, 4.53]
|
<0.00001
|
TNF-α
|
3
|
175
|
1.60
|
[1.45, 1.75]
|
<0.00001
|
IL-10
|
2
|
127
|
-2.79
|
[-4.06, -1.52]
|
<0.001
|
IL-4
|
2
|
78
|
-2.08
|
[-2.71, -1.45]
|
<0.00001
|
TSGF
|
2
|
157
|
-12.27
|
[-21.67, -2.86]
|
0.01
|
CA199
|
4
|
227
|
-3.89
|
[-4.60, -3.19]
|
<0.00001
|
CEA
|
4
|
227
|
-0.06
|
[-0.82, -0.51]
|
<0.00001
|
Sensitivity Analysis
The results of meta - analysis of some outcome indicators suggest that the heterogeneity is large, and the random effects model has been used for analysis. In the Meta analysis of median PFS and CEA factors, the results of analysis using the article-by-article exclusion method did not change significantly, suggesting that the results are relatively stable. However, in the Meta analysis of IFN-γ, the sensitivity analysis was carried out by excluding each study one by one. The study by Bao Yu et al[3] significantly reduced the heterogeneity (P = 0.91, I2 = 0%). Consider the possible source of heterogeneity. In the Meta analysis of CA199, the heterogeneity decreased significantly (P = 0.6, I2 = 0%) after excluding the study of Huang Yichao et al[12], which may also be considered as a source of heterogeneity. The heterogeneity considerations of the two studies are highly correlated with factors such as sample size, testing reagents, and treatment population.
Publication Bias Analysis
A publication bias study was conducted on the included studies. In the objective remission rate study, the Egger test results indicated that P = 0.550 and P > 0.05, indicating that there was no publication bias (Fig. 7A). In the disease control rate study, the Egger test results indicated that P = 0.112 and P > 0.05, indicating that there was no publication bias (Fig. 7B). Due to the limited number of included studies, other survival analysis indicators were not analyzed for publication bias.