3.1. Literature search and study characteristics
A total of 5992 records were identified using the search strategy, and finally 96 records were selected for the full text review. Among these, 40 studies were omitted due to their single-arm design or unrandomized trials. One study was excluded because it could not be incorporated into network calculation 14. Another study was excluded as the chemotherapy regimens did not meet the criteria for the standard first-line chemotherapy in NCCN 2021 guidelines 15. Two other studies were not included because patients had previously received systemic chemotherapy within 6 months or the time of administration was not clearly indicated 16, 17. One study did not process in meta-analysis because of without primary and secondary outcomes reported 18. The flow diagram of literature search is summarized in Fig. 1 and the details of reasons for exclusion are shown in Supplement Table S2. Finally, 31 RCTs were included for the network meta-analysis.
To avoid potential heterogeneity, we divided the included studies into two large subgroups. Among the 31 eligible studies, 13 studies were allocated into the “selected group” analysis because these trials included patients with specific pathological positivity or PD-L1 expression (CPS ≥ 1). Meanwhile, 20 studies were included in “unselected group” analysis for the pathologically unselected general population. Two studies are overlapping because the subgroup data for both the selected and unselected groups were completely reported.
In unselected group, 20 RCTs described 13 treatment nodes. Treatment drugs included Andecaliximab (ADX), Bevacizumab (Bev), Cetuximab, Chemotherapy, Ipatasertib, Nivolumab, Nimotuzumab, Onartuzumab, Pembrolizumab, Panitumumab, Rilotumumab, Ramucirumab and Ziv-aflibercept (Ziv). For the sake of simplicity, we will use target agents or immune checkpoint inhibitors’ name instead of regimens’ full title in following. Placebo control was used in 11 trials. While 3 studies used three-drug cytotoxic regimens and others used two-drug cytotoxic regimens, all chemotherapy regimens contained fluoropyrimidine and platinum (Oxaliplatin or cisplatin). Ten trials included both Gastric cancer (GC) and Gastroesophageal junction cancer (GEJ), while 8 trials included GC, GEJ and partial esophageal cancer (EC). Three trials included AGC cases only with metastasis, while others also included locally inoperable and recurrent cases. Overall, the demographic characteristics of included trials were generally comparable. Several studies that may have introduced potential heterogeneity owing to their specific base-line features, such as three-drug cytotoxic regimens and those containing only EC and EGJ cases, were further detected in sensitivity analysis. Network plots of primary outcomes, OS and PFS, are shown in Figs. 2A and 2B. Characteristics of included studies are presented in Table 1.
Table 1
Baseline characteristics of eligible studies in unselected group.
Study
|
Regimen
|
Age
|
Region
|
Peritoneal involvement
|
Location
|
Advanced situation
|
PFS-HR
|
OS-HR
|
ORR(r/n)
|
AE ≥ 3 (r/n)
|
Note
|
Shan 2021
ChiCTR2000038900 18
|
1. S-1 plus docetaxel/ cisplatin (n = 21)
2. S-1 plus docetaxel/ cisplatin plus Apatinib (n = 24)
|
N/A
|
Western/Eastern countries
|
N/A
|
GC
|
Locally advanced
|
N/A
|
N/A
|
N/A
|
N/A
|
|
Shah 2021
NCT02545504
(GAMMA-1) 28
|
1. Fluorouracil plus oxaliplatin plus leucovorin plus PBO (n = 214)
2. Fluorouracil plus oxaliplatin plus leucovorin plus Andecaliximab (ADX ; n = 218)
|
1. 63
2. 61
|
Europe US
|
N/A
|
GC,GEJ
|
Locally advanced,
Metastatic
|
0.84 (95%CI 0.67–1.04)
|
0.93(95%CI 0.74–1.18)
|
1. 88/214
2. 110/218
|
1. 108/214
2. 110/218
|
|
Boku
2020
NCT02746796
(ATTRACTION-4) 6
|
1. S-1/Capecitabin plus PBO (n = 362)
2. S-1/Capecitabin plus nivolumab (n = 362)
|
N/A
|
N/A
|
N/A
|
GC, GEJ
|
Advanced, recurrent
|
0.68 (98.51%CI 0.51–0.90)
|
0.90(95%CI 0.75–1.08)
|
1. 173/362
2. 208/362
|
1. 178/362
2. 210/362
|
HER2(-)
|
Kato 2020
NCT03189719
(KETNOTE-590) 25
|
1. 5-FU plus cisplatin plus PBO (n = 376)
2. 5-FU plus cisplatin plus pembrolizumab (n = 373)
|
N/A
|
N/A
|
N/A
|
GEJ, EC
|
Locally advanced, metastatic
|
0.65 (95%CI 0.55–0.76)
|
0.73(95%CI0.62-0.86)
|
1. 110/376
2. 167/373
|
1. 256/376
2. 369/373
|
|
Mochler 2020
NCT02872116
(CheckMate649) 29
|
1. S-1 plus oxaliplatin plus PBO (n = 792)
2. S-1 plus oxaliplatin plus nivolumab (n = 789)
|
N/A
|
N/A
|
N/A
|
GC, GJE
|
Unresectable advanced, metastatic
|
0.77(95%CI 0.68–0.87)
|
0.80 (99.3%CI 0.68–0.94)
|
N/A
|
1.77/767
2.135/782
|
|
Yoshikawa 2019
NCT02539225
(RAINSTORM)
30
|
1. S-1 plus oxaliplatin plus PBO (n = 93)
2. S-1 plus oxaliplatin plus ramucirumab (n = 96)
|
1. 63
2. 61
|
Asia
|
1. 56
2. 63
|
GC, GEJ
|
Metastatic
|
1.07 (95%CI 0.86–1.33)
|
1.11(95%CI0.89-1.40)
|
1. 47/93
2. 56/96
|
1. 55/93
2. 66/96
|
|
Malka 2019
PRODIGE
17-ACCORD 20-MEGA 31
|
1. Fluorouracil plus oxaliplatin plus leucovorin (n = 56)
2. Fluorouracil plus oxaliplatin plus leucovorin plus panitumumab (n = 49)
3. Fluorouracil plus oxaliplatin plus leucovorin plus rilotumumab (n = 57)
|
1. 64
2. 64
3. 65
|
Europe
|
N/A
|
GC, GEJ, EC
|
Locally advanced,
Metastatic
|
0.99 (95%CI 0.77–1.27)
1.01 (95%CI 0.80–1.28)
|
0.99(95%CI 0.93–1.07)
0.99(95%CI 0.91–1.08)
|
1. 29/56
2. 21/49
3. 28/57
|
1. 33/56
2. 40/48
3. 51/57
|
HER-2(-)
|
Fuchs 2019
NCT02314117
(RAINFALL) 32
|
1. Fluoropyrimidine plus cisplatin plus PBO (n = 319)
2. Fluoropyrimidine plus cisplatin plus ramucirumab (n = 326)
|
1. 62
2. 60
|
Versatile
|
1. 111
2. 130
|
GC, GEJ
|
Metastatic
|
0.753 (95%CI 0.607–0.935)
|
0.962(95%CI0.801-1.156)
|
1. 116/326
2. 134/326
|
1. 160/323
2. 149/319
|
HER-2(-)
|
Cleary 2019
NCT01747551
(ZAMEGA) 33
|
1. Fluorouracil plus oxaliplatin plus leucovorin plus PBO (n = 21)
2. Fluorouracil plus oxaliplatin plus leucovorin plus ziv-aflibercept (n = 43)
|
1. 62
2. 62
|
Versatile
|
1. 7
2. 11
|
GC, GEJ, EC
|
Metastatic
|
1.11 (95%CI 0.64–1.91)
|
1.24(95%CI0.71-2.15)
|
1. 16/21
2. 36/43
|
1. 15/21
2. 36/43
|
|
Bang 2019
NCT01896531 34
|
1 Fluorouracil plus oxaliplatin plus leucovorin plus PBO (n = 82)
2 Fluorouracil plus oxaliplatin plus leucovorin plus ipatasertib (n = 71)
|
1. 63
2. 58
|
Versatile
|
1. 25
2. 30
|
GC, GEJ
|
Locally advanced, metastatic, recurrent
|
1.12 (95%CI 0.81–1.55)
|
1.85 (95%CI 1.23–2.79)
|
1. 46/82
2. 37/71
|
1. 61/82
2. 55/70
|
HER-2(-)
|
Yoon
2016
NCT01246960
35
|
1. Fluorouracil plus oxaliplatin plus leucovorin plus PBO (n = 84)
2. Fluorouracil plus oxaliplatin plus leucovorin plus ramucirumab (n = 84)
|
1. 60
2. 64.5
|
USA
|
N/A
|
GC, GEJ, EC
|
Locally advanced, metastatic
|
0.98 (95%CI 0.69–1.37)
|
1.08(95%CI0.73-1.58)
|
1. 39/84
2. 38/84
|
1. 67/80
2. 74/82
|
|
Tebbutt 2016
ATTAX3 36
|
1. Fluoropyrimidine plus cisplatin plus docetaxel (n = 39)
2. Fluoropyrimidine plus cisplatin plus docetaxel plus panitumumab (n = 34)
|
1. 59
2. 64
|
Australia
|
1. 5
2. 13
|
GC, GEJ, EC
|
Metastatic,locally recurrent
|
1.08 (95%CI 0.59–2.01)
|
1.02(95%CI 0.51–2.05)
|
1. 19/39
2. 22/34
|
N/A
|
|
Shah 2016
NCT01590719
(YO28252)
37
|
1. Fluorouracil plus oxaliplatin plus leucovorin plus PBO (n = 61)
2. Fluorouracil plus oxaliplatin plus leucovorin plus Onartuzumab (n = 62)
|
1. 57
2. 58.5
|
Asia
|
N/A
|
GC, GEJ
|
Inoperable, metastatic
|
1.08 (95%CI 0.71–1.63)
|
1.06(95%CI 0.64–1.75)
|
1. 35/61
2. 38/62
|
1. 47/60
2. 53/60
|
HER-2(-)
|
Shen 2016
NCT00887822
(AVATAR)
38
|
1. Capecitabine plus cisplatin plus PBO (n = 102)
2. Capecitabine plus cisplatin plus Bevacizumab (n = 100)
|
1. 55.5
2. 54.2
|
Chinese
|
N/A
|
GC, GEJ
|
Locally advanced, metastatic, recurrent
|
0.89 (95%CI 0.66–1.21)
|
1.11(95%CI 0.79–1.56)
|
1. 29/86
2. 33/81
|
1. 69/101
2. 60/100
|
|
Du 2015
NCT02370849
39
|
1. S-1 plus cisplatin (n = 31)
2. S-1 plus cisplatin plus Nimotuzumab (n = 31)
|
1. 53
2. 58
|
Chinese
|
1. 5
2. 4
|
GC, GEJ
|
Locally advanced, metastatic
|
2.136 (95%CI 1.193–3.826)
|
1.776(95%CI 0.972–3.246)
|
1. 18/31
2. 17/31
|
1. 5/31
2. 14/31
|
|
Zhang 2014
N/A 40
|
1. S-1 plus oxaliplatin (n = 30)
2. S-1 plus oxaliplatin plus cetuximab (n = 27)
|
1. 49
2. 49
|
Chinese
|
8
|
GC
|
Unresectable or recurrence after surgery
|
0.67 (95%CI 0.38–1.18)
|
0.74(95%CI 0.42–1.30)
|
1. 11/30
2. 17/27
|
N/A
|
|
Iveson 2014
NCT00719550 41
|
1. Epirubicin plus cisplatin plus capecitabine plus PBO (n = 39)
2. Epirubicin plus cisplatin plus capecitabine plus Rilotumumab (n = 82)
|
1. 60
2. 60.7
|
Asia
|
N/A
|
GC, GEJ,
EC
|
Unresectable locally advanced, metastatic
|
0.60 (95%CI 0.45–0.79)
|
0.70(95%CI 0.45–1.09)
|
1. 8/39
2. 30/82
|
1. 29/39
2. 70/81
|
|
Waddell 2013
NCT00824785
(REAL3)
42
|
1. Epirubicin plus oxaliplatin plus capecitabine (n = 238)
2. Epirubicin plus oxaliplatin plus capecitabine plus panitumumab (n = 254)
|
1. 62
2. 63
|
UK
|
N/A
|
GC, GEJ,
EC
|
Locally advanced, metastatic
|
1.22 (95%CI 0.98–1.52)
|
1.37(95%CI 1.07–1.76)
|
1. 100/238
2. 116/254
|
1. 166/266
2. 187/276
|
|
Lordick 2013
EXPAND
43
|
1. Capecitabine plus cisplatin (n = 449)
2. Capecitabine plus cisplatin plus Cetuximab (n = 455)
|
1. 59
2. 60
|
Versatile
|
1. 116
2.113
|
GC, GEJ,
EC
|
Locally advanced, metastatic
|
1.09 (95%CI 0.92–1.29)
|
1.00(95%CI 0.87–1.17)
|
1. 131/449
2. 136/455
|
1. 337/436
2. 369/446
|
|
Eatock 2013
NCT00583674
44
|
1. Capecitabine plus cisplatin plus PBO (n = 56)
2. Capecitabine plus cisplatin plus Trebananib (n = 115)
|
1. 62
2. 58.9
|
UK
|
N/A
|
GC, GEJ,
EC
|
Metastatic
|
0.98 (95%CI 0.67–1.43)
|
NA
|
1. 17/56
2. 35/115
|
1. 40/53
2. 94/114
|
|
Ohtsu 2011
NCT00548548
(AVAGAST)
45
|
1. Capecitabine plus cisplatin plus PBO (n = 387)
2. Capecitabine plus cisplatin plus Bevacizumab (n = 387)
|
1. 59
2. 58
|
Versatile
|
N/A
|
GC, GEJ
|
Locally advanced, metastatic
|
0.80 (95%CI 0.68–0.93)
|
0.87 (95%CI 0.73–1.03)
|
1. 111/387
2. 143/387
|
1. 293/381
2. 293/386
|
|
Notes. GC, Gastric Cancer; GEJ, Gastroesophageal junction cancer; EC; Esophageal Cancer |
In selected group, there were 11 treatment nodes among 13 RCTs. Treatment drugs included Chemotherapy, Lapatinib, Matuzumab, Nivolumab, Onartuzumab, Pembrolizumab, Rilotumumab, Tratuzumab, Tratuzumab plus Pertuzumab, Tratuzumab plus Pembrolizumab and Zolbetuximab. Six trials used placebo control while others used an open-label design. Five trials chose a three-drug cytotoxic regimen, Epirubicin plus fluoropyrimidine plus platinum, while others used a two-drug regimen containing fluoropyrimidine plus platinum. Three trials included partial lower EC cases, while 1 trial included EC and GEJ without any GC patients. Three trials included AGC cases only with metastasis, while others also included locally inoperable and recurrent cases. To confirm the comparable baseline, studies with potential heterogeneity were checked for their influence by sensitivity analysis. Network plots of primary outcomes, OS and PFS, are presented in Figs. 2C and 2D. Baseline characteristics of included studies are summarized in Table 2.
Table 2
Baseline characteristics of eligible studies in selected group
Study
|
Regimen
|
Age
|
Region
|
Peritoneal involvement
|
Location
|
Advanced situation
|
PFS-HR
|
OS-HR
|
ORR(r/n)
|
AE ≥ 3 (r/n)
|
Note
|
Janjigan 2021
NCT03615326
(KEYNOTE-811) 21
|
1. Pembrolizumab plus trastuzumab plus Cisplatin/Oxaliplatin plus fluorouraciln(n = 133)
2. trastuzumab plus Cisplatin/Oxaliplatin plus fluorouraciln(n = 131)
|
N/A
|
N/A
|
NA/A
|
GC, GJE
|
Unresectable, metastatic
|
N/A
|
N/A
|
1. 99/133
2. 68/131
|
1. 124/217
2. 124/216
|
HER-2(+)
|
Sahin 2021
NCT01630083
(FAST) 23
|
1. Epirubicin plus oxaliplatin plus capecitabine (n = 84)
2. Epirubicin plus oxaliplatin plus capecitabine plus zolbetuximab (n = 77)
|
1. 57
2. 59
|
N/A
|
1. 23
2. 20
|
GC, GEJ, EC
|
Locally advanced, inoperable, recurrent, metastatic
|
0.44(95%CI 0.29–0.67)
|
0.55(95%CI 0.39–0.77)
|
1. 21/84
2. 30/77
|
1. 54/84
2. 54/77
|
CLDN18.2 expression ≥ 40%
|
Shitara 2020
NCT02494583
(KEYNOTE-062) 24
|
1. Cisplatin plus fluorouraciln plus PBO (n = 250)
2. Cisplatin plus fluorouraciln plus pembrolizumab (n = 257)
|
1. 62.5
2. 62
|
Versatile
|
N/A
|
GC, GEJ
|
Locally advanced/unresectable, metastatic
|
0.84(95%CI 0.70–1.02)
|
0.85(95%CI 0.70–1.03)
|
1. 93/250
2. 125/257
|
1. 169/250
2. 183/257
|
CPS ≥ 1
|
Kato 2020
NCT03189719
(KEYNOTE-590) 25
|
1. 5-FU plus cisplatin plus PBO (n = N/A)
2. 5-FU plus cisplatin plus Pembrolizumab (n = N/A)
|
N/A
|
N/A
|
N/A
|
GEJ, EC
|
Locally advanced, metastatic
|
0.51(95% CI, 0.41–0.65)
|
0.62(95% CI 0.49–0.78)
|
N/A
|
N/A
|
CPS ≥ 10
|
Mochler 2020
NCT02872116
(CheckMate649) 29
|
1. S-1 plus oxaliplatin plus PBO (n = 465)
2. S-1 plus oxaliplatin plus nivolumab (n = 468)
|
N/A
|
N/A
|
N/A
|
GC, GJE
|
Unresectable advanced, metastatic
|
0.68(95% CI, 0.56–0.81)
|
0.71(95% CI, 0.59–0.86)
|
N/A
|
1. 203/465
2. 277/468
|
CPS ≥ 5
|
Tabernero 2018
NCT01774786
(JACOB) 46
|
1. Cisplatin plus fluorouraciln plus tratuzumab (n = 392)
2. Cisplatin plus fluorouraciln plus tratuzumab plus pertuzumab (n = 388)
|
1. 61
2. 62
|
Versatile
|
N/A
|
GC, GEJ
|
Metastatic
|
0.73(95%CI 0.62–0.86)
|
0.84(95%CI 0.71-1.00)
|
1. 189/392
2. 220/388
|
1. 282/388
2. 307/388
|
HER-2(+)
IHC 3+/IHC 2+
|
Mochler 2018
NCT01123473 47
|
1. Epirubicin plus cisplatin plus 5-fluorouracil/capecitabine plus PBO (n = 14)
2. Epirubicin plus cisplatin plus 5-fluorouracil/capecitabine plus Laptinib (n = 14)
|
1. 58
2. 66
|
Europe
|
N/A
|
GC, GEJ
|
Unresectable, metastatic
|
0.86(95%CI0.37-1.99)
|
0.90(95%CI0.35-2.27)
|
1. 3/14
2. 6/14
|
1. 7/14
2. 9/14
|
HER2(+)/EGFR(+)
|
Shah 2017
NCT01662869
48
|
1. Fluorouracil plus oxaliplatin plus leucovorin plus PBO (283)
2. Fluorouracil plus oxaliplatin plus leucovorin plus Onartuzumab (n = 279)
|
1.<65: 189; >65: 94
2.<65: 183; >65: 96
|
Versatile
|
No
|
GC, GEJ
|
Metastatic
|
0.90(95%CI 0.71–1.16)
|
0.82(95%CI0.59-1.15)
|
1. 84/207
2. 100/217
|
1. 187/279
2. 192/280
|
MET(2 + 3+)
|
Catenacci 2017
NCT01697072
(RILOMET-1) 49
|
1 Epirubicin plus cisplatin plus capecitabine plus PBO (n = 305)
2 Epirubicin plus cisplatin plus capecitabine plus Rilotumumab (n = 304)
|
1. 59
2. 61
|
Versatile
|
N/A
|
GC, GEJ
|
Locally advanced, metastatic, recurrent
|
1.26 (95%CI 1.04–1.51)
|
1.34(95%CI 1.10–1.63)
|
1. 119/267
2. 78/262
|
1. 149/299
2. 142/298
|
MET ≥ 1+)
|
Schuler 2016
NCT01246960 22
|
1. Epirubicin plus oxaliplatin plus capecitabine (n = 161)
2. Epirubicin plus oxaliplatin plus capecitabine plus IMAB362 (n = 161)
|
Median: 58
|
Europe
|
N/A
|
GC, GEJ
|
Locally advanced, metastatic,
recurrent
|
0.47(95%CI 0.31–0.70)
|
0.51(95%CI0.36-0.73)
|
1. 45/161
2. 62/161
|
N/A
|
CLDN18.2
|
Hecht 2016
NCT00680901
(TRIO013/LOGiC) 50
|
1. Capecitabine Plus Oxaliplatin (n = 267)
2. Capecitabine Plus Oxaliplatin plus lapatinib (n = 270)
|
1. 59
2. 61
|
Versatile
|
N/A
|
GC, GEJ, EC
|
Unresectable
|
0.82(95%CI 0.68-1.0)
|
0.91(95%CI 0.73–1.12)
|
1. 93/238
2. 131/249
|
1. 52/267
2. 72/270
|
HER2(+)
|
Rao 2010
NCT0021564436 51
|
1. Epirubicin plus cisplatin plus capecitabine (n = 36)
2. Epirubicin plus cisplatin plus capecitabine plus Matuzumab (n = 35)
|
1. 64
2. 69
|
Europe
|
1. 25
2. 29
|
GC, GEJ, EC
|
Metastatic
|
1.13 (95%CI 0.63–2.01)
|
1.02(95%CI 0.61–1.70)
|
1. 21/36
2. 11/35
|
1. 25/36
2. 27/35
|
EGFR (+)
|
Bang 2010
NCT01041404 (ToGA) 20
|
1. Capecitabine/5-FU plus cisplatin (n = 290)
2. Capecitabine/5-FU plus cisplatin plus Trastuzumab (n = 294)
|
1. 58.5
2. 59.4
|
Versatile
|
N/A
|
GC, GEJ
|
Locally advanced, metastatic, recurrent
|
0.71(95%CI 0.59–0.85)
|
0.74(95%CI 0.60–0.91)
|
1. 100/294
2. 139/294
|
1. 198/290
2. 201/294
|
HER2(+)
|
Notes. GC, Gastric Cancer; GEJ, Gastroesophageal junction cancer; EC; Esophageal Cancer |
3.2. Risk of bias assessment
Generally, the risk of bias was low in the 31 included studies. The primary source of high-risk bias was in the domain of blinding of participants and personnel due to the open-label design, which resulted in 39.39% of the studies scoring as high-risk of bias. Meanwhile, 9.09% of the trials had a high risk of bias mostly due to an early termination of patient recruitment. The summary of bias is shown in Figs. 3A and 3B, and the detailed assessment of each study is shown in supplement Tables S3 and S4.
3.3. Heterogeneity, consistency and publication bias
Statistical heterogeneity was low across the studies for primary and secondary outcomes in both unselected group and selected group (all I2 < 25%, ranging from 0.005–15%) by fitting a random-effects model. The differences in values of DIC in both “consistency” and “inconsistency” models were used to evaluate the global consistency. In all outcomes the differences in DIC values were low, ranging from 0.007 to 0.15, which indicates a good level of global consistency. Local consistency analysis was only conducted in the unselected group because selected group had no closed loops for comparison. The p-values of indirect and direct comparisons between Rilotumumab and Panitumumab were 0.14, 0.09, 0.65 and 0.91 for OS, PFS, ORR and AE ≥ 3, respectively, which indicates no significant local inconsistency. There was no publication bias among the included studies both in the unselected group and selected group, which can be seen from the symmetrical distribution of effect sizes in the funnel plots (Supplementary Figures S3 and S4).
3.4. Primary outcome: Overall Survival (OS)
In the network meta-analysis of OS, 19 trials containing 13 separated nodes in the unselected group reported the primary outcomes of OS. Unfortunately, no regimen had a statistically significant difference in prolonging the OS in comparison to chemotherapy. Two immunotherapy drugs, pembrolizumab and nivolumab, showed a trend for survival advantage (HR 0.73, 95%CI 0.47–1.13; HR 0.86, 95%CI 0.67–1.09, respectively), while others were comparable to standard chemotherapy except two poor effect regimens, nimotuzumab and ipatasertib. (Fig. 4A). Results of different treatments in both direct and indirect comparisons are shown in a league table (Supplement Table S5). In addition, we ranked the comparative effects of all regimens based on their SUCRA values: pembrolizumab (90.4%) was the most likely to improve OS, followed by nivolumab (81.37%) and cetuximab (67.78%), while ipatasertib was ranked last (8.53%) (Fig. 5A).
In selected group, 12 trials reported the endpoint of OS, including 10 independent nodes. Zolbetuximab was the only regimen with a significant difference from standard chemotherapy (HR 0.53, 95%CI 0.31–0.89). Tratuzumab, tratuzumab plus pertuzumab, pembrolizumab and nivolumab, showed an improved trend for OS compared to standard chemotherapy (Fig. 4C). Onartuzumab, matuzumab, and lapatinib plus chemotherapy, were comparable to standard chemotherapy, while rliotumumab had a more negative effect on OS (Fig. 4C). Ultimately, taking into account the comparative effects of all regimens regarding OS, zolbetuximab, tratuzumab plus pertuzumab and nivolumab occupied top three by the SUCRA score (90.42%, 81.96% and 70.58% respectively), while rilotumumab came bottom (7.37%) (Fig. 5B).
3.5. Primary outcome: progression-free survival (PFS)
With respect to PFS in unselected group for network meta-analysis, there are 20 trails containing 13 separated nodes. No regimen showed an obviously improvement than standard chemotherapy, although nivolumab was very close to statistical significance (HR 0.73, 95%CI 0.52–1.03). Pembrolizumab, ADX and bevacizumab, also showed an improved trend compared to standard chemotherapy (HR 0.65, 95%CI 0.37–1.14; HR 0.83, 95%CI 0.65–1.26; HR 0.86, 95%CI 0.64–1.13, respectively). All other regimens were comparable to standard chemotherapy except nimotuzumab, which had inferiority effect than standard chemotherapy alone (Fig. 4B). League table summarizing the direct and indirect comparisons between the regimens is shown in Supplement Table S6. Furthermore, from SUCRA score of PFS, Pembrolizumab (88.85%) was ranked first in improving PFS, followed by nivolumab (86.36%) and ADX (72.65%), while nimotuzumab was ranked last (4.07%) (Fig. 5A).
In selected group, the network plot analysis was the same as OS results. Zolbetuximab showed a significant improvement in PFS (HR 0.45, 95%CI 0.23–0.89). Tratuzumab, tratuzumab plus pertuzumab, lapatinib, pembrolizumab and nivolumab, had improvement trend in PFS than standard chemotherapy. Except rilotumumab, other regimens were comparable to standard chemotherapy (Fig. 4D). Furthermore, in the rank of SUCRA score, zolbetuximab, tratuzumab plus pertuzumab and nivolumab occupied the top three ranks (89.24%, 83.03% and 67.06% respectively), while rilotumumab, with its score at 10.32%, was ranked last (Fig. 5B).
3.6. Secondary outcomes: Objective response rate (ORR) and Adverse events (AEs) ≥ 3
A total of 19 and 11 studies in unselected group and selected group were eligible and merged for the analysis of ORR. From the result of interval comparisons, only pembrolizumab in unselected group revealed a significant advantage compared to standard chemotherapy (HR 1.96, 95%CI 1-3.87), although pembrolizumab plus tratuzumab was very close to statistical significance (HR 4.73, 95%CI 0.99–22.41) (supplement Figure S5B). Pembrolizumab, nivolumab and rilotumumab were ranked at the top three by SUCRA scores in unselected group (84.91%, 64.87% and 64.82%, respectively) (Fig. 5A), meanwhile pembrolizumab plus tratuzumab (93.83%) was the best, followed by tratuzumab plus pertuzumab (76.23%) and lapatinib (64.64%) in selected group. In the analysis of AE ≥ 3 outcomes, 18 and 10 studies in unselected group and selected group respectively were included. The safest regimens were revealed to be bevacizumab, ADX, and chemotherapy in unselected group by SUCRA score (83.29%, 78.83% and 74.47% respectively) (Fig. 5A) while nimotuzumab was ranked at the bottom (10.06%). In selected group, the highest three were rilotumumab, chemotherapy and tratuzumab (71.99%, 67.82% and 66.14% respectively), while the lowest-ranked regimen was nivolumab (18.81%) (Fig. 5B).