Meta-Analysis
Copyright ©The Author(s) 2023.
World J Gastrointest Surg. Dec 27, 2023; 15(12): 2890-2906
Published online Dec 27, 2023. doi: 10.4240/wjgs.v15.i12.2890
Table 1 Basic features of the included literature
No.
Ref.
Country
Study type
Treatment
Univariate/multivariate analysis
Cut-off (ng/mL)
Sample size
Age
Male/female
Outcomes
Nos
1Meng et al[34], 2021ChinaCohort studyHepatectomy + chemotherapyMultivariate100234Range (n): < 65, 164; ≥ 65, 70126/108OS9
2Okimoto et al[35], 2017JapanCohort studyHepatectomy + chemotherapyMultivariate10134Median (range): 63 (30-87)90/44OS8
3Kamphues et al[53], 2021GermanyCohort StudyHepatectomyMultivariate6.151643Median (range): 62 (18-90)1018/625OS7
4Kawahara et al[36], 2018JapanCohort studyHepatectomyUnivariate5/5066Median (range): 65.2 (31-80)45/21RFS7
5Hof et al[54], 2016The NetherlandsCohort studyHepatectomyMultivariate200431mean ± SD: 62.9 ± 9.4264/167OS8
6Chiang et al[37], 2019ChinaCohort studyHepatectomy + chemotherapyMultivariate5490Median (range): 60.3 (28.8-88.0)332/158RFS, OS8
7Peltonen et al[55], 2018FinlandCohort studyHepatectomy + chemotherapyUnivariate5168Median (range): 64.3 (36.3-81.5)101/67OS, DFS8
8Lu et al[38], 2016ChinaCohort studyHepatectomy + chemotherapyUnivariate5141Median (range): 60 (20-82)92/49OS7
9John et al[56], 2013United KingdomCohort studyHepatectomy + chemotherapyUnivariate200432Median (range): 64.5 (29-85)289/143OS7
10Yi et al[39], 2013KoreaCohort studyHepatectomy + chemotherapyMultivariate576Median (range): 57(31-75)47/29DFS8
11Gervaz et al[57], 2000SwitzerlandCohort studyHepatectomyUnivariate449≥ 1835/14OS7
12Sasaki et al[40], 2005JapanCohort studyHepatectomyMultivariate10103Range (n): ≤ 32, 164; > 60, 7156/47OS9
13Wang et al[41], 2017ChinaCohort studyHepatectomy + chemotherapyMultivariate5159Median (range): Non-targeted therapy group 52 (35-83); bevacizumab combined treatment group 43 (32-71); cetuximab combined treatment group 59 (28-76)101/58RFS, OS8
14Takamizawa et al[42], 2022JapanCohort studyHepatectomyMultivariate5554Median (range): 62 (21-88)358/196RFS, OS9
15Masuda et al[64], 2018United StatesCohort studyHepatectomy + RFAMultivariate30116mean ± SD: tumors ≥ 4, 58.7 ± 10.6; tumors < 4, 57.6 ± 12.074/42OS7
16Zhang et al[43], 2017ChinaCohort studyHepatectomyMultivariate100102Range (n): < 60, 66; ≥ 60, 3663/39OS9
17Ishii et al[44], 2022JapanCohort studyHepatectomyUnivariate590Median (range): High CII 65 (31-87); low CII 65 (32-82)58/32RFS, OS7
18Tanaka et al[45], 2008JapanCohort studyHepatectomy + chemotherapyMultivariate1279Range (n): ≥ 60, 46; < 60, 3349/30OS9
19Sasaki et al[65], 2016United StatesCohort studyHepatectomy + RFAMultivariate30485Median (IQR): 58.5 (49.1-66.5)290/195OS8
20Chen et al[46], 2020ChinaCohort studyHepatectomy + chemotherapyUnivariate10141Median (IQR): 55 (49.0-62.0)92/49PFS, OS7
21Montalti et al[58], 2015BelgiumCohort studyHepatectomy + chemotherapyMultivariate10114mean ± SD: 66.4 ± 0.8978/36OS, RFS6
22Reddy et al[67], 2009United StatesCohort studyHepatectomy + chemotherapyMultivariate200499Median (range): 57(49-66)294/205OS6
23Reddy et al[66], 2009United StatesCohort studyHepatectomy + chemotherapyMultivariate10230Median (range): 61(33-83)137/93OS7
24Li et al[47], 2023ChinaCohort studyHepatectomy + chemotherapyUnivariate200431Median (IQR): 59 (49-68)282/149RFS, OS7
25Niu et al[68], 2007AustraliaCohort studyHepatectomyMultivariate5315mean ± SD: 62 ± 11239/176OS6
26Polivka et al[59], 2020The Czech RepublicCohort studyHepatectomyMultivariate4.971Median (range): 62.7 (29-77)29/42DFS, OS6
27Takeda et al[48], 2022JapanCohort studyHepatectomy + chemotherapyMultivariate10238Range (n): < 60, 123; ≥ 60, 115184/54OS8
28Dumarco et al[69], 2023BrazilCohort studyHepatectomyMultivariate20137Median (range): 58.2 (23-87)75/62OS, DFS8
29Kim et al[49], 2019KoreaCohort studyHepatectomy + chemotherapyMultivariate10083mean ± SD: 59.5 ± 10.062/21OS8
30Peng et al[50], 2017ChinaCohort studyHepatectomyUnivariate200150Median (range): 58 (20-82)97/53RFS, OS7
31Imai et al[60], 2016FranceCohort studyHepatectomyMultivariate50846Median (range): 61 (28-89)502/344OS8
32Pawlik et al[61], 2005SwitzerlandCohort studyHepatectomyMultivariate200566Median 60221/345OS6
33Miki et al[51], 2018JapanCohort studyHepatectomyMultivariate573Median (range): 59 (27-82)49/24DFS8
34Hohenberger et al[62], 1994GermanyCohort studyHepatectomyUnivariate5166Median (range): 59 (30-79)99/67OS7
35Arru et al[65], 2008ItalyCohort studyHepatectomyMultivariate5/200297Range (n): < 65, 177; ≥ 65, 120171/126OS8
36Yoshino et al[52], 2022JapanCohort studyHepatectomyMultivariate5633Median (range): 64.0 (27.0-92.0)414/219RFS, OS8
Table 2 Summary of meta-analysis results
Outcome
Number of studies
Model
Hazard ratio (95%CI)
P value
Heterogeneity (P value, I2)
Pre-LR
OS28Fixed1.61 (1.49-1.75)< 0.0010.035, 34.9%
Region
Europe8Fixed1.60 (1.41-1.82)< 0.0010.086, 42.3%
Asia15Fixed1.43 (1.25-1.63)< 0.0010.377, 6.8%
South America1Fixed1.31 (0.78-2.20)0.307/
North America4Fixed2.21 (1.82-2.69)< 0.0010.980, 0.0%
Treatment modality
LR alone12Fixed1.46 (1.31-1.64)< 0.0010.405, 4.1%
LR + chemotherapy14Fixed1.74 (1.52-1.98)< 0.0010.053, 41.4%
LR + radiofrequency ablation2Fixed2.18 (1.63-2.91)< 0.0010.844, 0.0%
Analysis modality
Multivariate20Fixed1.70 (1.55-1.87)< 0.0010.099, 29.8%
Univariate6Fixed1.23 (1.00-1.52)0.0530.618, 0.0%
Survival curve2Fixed1.62 (1.24-2.13)< 0.0010.067, 70.2%
Cut-off
≤ 5 ng/mL9Fixed0.32 (0.21-0.43)< 0.0010.570, 0.0%
5-50 ng/mL11Fixed0.54 (0.42-0.66)< 0.0010.034, 48.7%
100 ng/mL3Fixed0.60 (0.11-1.09)0.0170.407, 0.0%
200 ng/mL6Fixed0.65 (0.45-0.84)< 0.0010.565, 0.0%
DFS4Random1.49 (0.97-2.29)0.0670.109, 50.4%
Region
South America1Random1.89 (1.13-3.15)0.015/
Asia1Random1.27 (0.63-2.57)0.507/
Europe2Random1.65 (0.55-4.93)0.3730.049, 74.2%
Treatment modality
LR alone3Random1.81 (1.20-2.72)0.0050.340, 7.4%
LR + chemotherapy1Random1.04 (0.71-1.53)0.833/
Analysis modality
Multivariate3Random1.81 (1.20-2.72)0.0050.340, 7.4%
Univariate1Random1.04 (0.71-1.53)0.833/
Cut-off
> 5 ng/mL1Random1.89 (1.13-3.15)0.015/
≤ 5 ng/mL3Random1.37 (0.80-2.35)0.2550.142, 48.7%
RFS8Fixed1.27 (1.11-1.45)< 0.0010.117, 37.8%
Region
Asia7Fixed1.25 (1.09-1.43)0.0010.101, 41.6%
Europe1Fixed1.71 (0.90-3.24)0.101/
Treatment modality
LR alone5Fixed1.32 (1.14-1.53)< 0.0010.176, 34.8%
LR + chemotherapy3Fixed1.10 (0.83-1.47)0.5090.135, 50.1%
Analysis modality
Univariate3Fixed1.07 (0.76-1.49)0.7090.569, 0.0%
Survival curve1Fixed1.85 (0.99-3.47)0.055/
Multivariate4Fixed1.29 (1.11-1.49)0.0010.030, 66.5%
Cut-off
≤ 5 ng/mL5Fixed0.22 (0.08-0.37)0.0030.060, 55.7%
5-50 ng/mL2Fixed0.62 (0.12-1.13)0.0160.669, 0.0%
200 ng/mL2Fixed0.11 (-0.32 to 0.54)0.6150.313, 1.9%
Post-LR
OS8Random2.66 (2.10-3.38)< 0.0010.002, 68.7%
Region
Asia2Random2.63 (1.87-3.70)< 0.0010.040, 76.2%
Europe5Random3.04 (2.10-4.40)< 0.0010.022, 65.1%
Oceania1Random1.63 (1.09-2.42)0.016/
Treatment modality
LR + chemotherapy2Random2.75 (1.70-4.44)< 0.0010.046, 74.8%
LR alone6Random2.66 (1.91-3.69)< 0.0010.003, 71.9%
Analysis modality
Multivariate5Random2.23 (1.79-2.78)< 0.0010.061, 55.7%
Survival curve2Random4.40 (2.58-7.51)< 0.0010.215, 35.0%
Univariate1Random3.68 (2.35-5.79)< 0.001/
Cut-off
≤ 5 ng/mL6Random1.07 (0.78-1.37)< 0.0010.001, 74.9%
5-50 ng/mL1Random0.74 (0.36-1.13)< 0.001/
200 ng/mL1Random0.64 (0.10-1.17)0.019/
DFS2Fixed3.23 (2.20-4.75)< 0.0010.182, 43.8%
RFS2Fixed2.38 (2.05-2.77)< 0.0010.160, 49.3%