Literature DB >> 32508007

Nivolumab plus ipilimumab versus pembrolizumab as chemotherapy-free, first-line treatment for PD-L1-positive non-small cell lung cancer.

Yixin Zhou1,2,3, Yaqiong Zhang1,2,4, Guifang Guo1,2,3, Xiuyu Cai1,2,3, Hui Yu1,2,3, Yanyu Cai1,2,3, Bei Zhang1,2,3, Shaodong Hong1,2,5, Li Zhang1,2,5.   

Abstract

BACKGROUND: Nivolumab plus ipilimumab (N-I) or pembrolizumab (PEM) is associated with survival improvement as chemotherapy-free, first-line treatment for patients with advanced non-small cell lung carcinoma (NSCLC) and positive programmed cell death ligand 1 (PD-L1). However, no direct comparison data exist between these two regimens to inform clinical decisions. Therefore, we performed indirect comparison for N-I versus PEM using frequentist methods.
RESULTS: Three randomized trials (KEYNOTE-024, KEYNOTE-042, and CheckMate 227) involving 2372 patients were included. For patients with tumor PD-L1 level of ≥1%, pooled meta-analyses showed that both N-I and PEM improved overall survival (OS) relative to chemotherapy (N-I: hazard ratio [HR] 0.82, 95% CI 0.69-0.97; PEM: HR 0.81, 95% CI 0.71-0.93); whereas only N-I significantly improved progression-free survival (PFS) (N-I: HR 0.79, 95% CI 0.65-0.96; PEM: HR 1.07, 95% CI 0.94-1.21). Neither N-I nor PEM was associated with improved objective response rate (ORR) compared with chemotherapy (N-I: relative risk [RR] 1.20, 95% CI 0.98-1.46; PEM: RR 1.03, 95% CI 0.86-1.23). Indirect comparisons showed that N-I was associated with longer PFS than PEM (HR 0.77, 95% CI 0.62-0.95). However, N-I was not superior to PEM in terms of OS (HR 0.98, 95% CI 0.77-1.24) and ORR (RR 1.17, 95% CI 0.89-1.52). N-I showed a less favorable toxicity profile relative to PEM (all grade adverse events: RR 1.28, 95% CI 1.17-1.40).
CONCLUSIONS: N-I and PEM provide comparable OS benefit for PD-L1-positive NSCLC. N-I further improves PFS relative to PEM but at meaningful cost of toxicities.
© 2020 The Authors. Clinical and Translational Medicine published by John Wiley & Sons Australia, Ltd on behalf of Shanghai Institute of Clinical Bioinformatics.

Entities:  

Keywords:  ipilimumab; nivolumab; non-small cell lung cancer; pembrolizumab; programmed cell death-ligand 1

Year:  2020        PMID: 32508007      PMCID: PMC7240850          DOI: 10.1002/ctm2.14

Source DB:  PubMed          Journal:  Clin Transl Med        ISSN: 2001-1326


first‐line confidence interval cytotoxic T lymphocyte antigen 4 hazard ratios nivolumab plus ipilimumab non‐small‐cell lung carcinoma objective response rate overall survival programmed cell death 1 programmed cell death ligand 1 pembrolizumab progression‐free survival relative risk standard error tumor proportion score treatment‐related adverse events

INTRODUCTION

For the past two decades, platinum‐based chemotherapy has been the standard‐of‐care, first‐line (1L) treatment for patients with advanced non‐small‐cell lung carcinoma (NSCLC) lacking targetable driver alterations. However, chemotherapy has provided only moderate benefit, with moderate‐to‐severe toxicities. There exists a great unmet need for more efficacious and tolerable therapy for advanced NSCLC. Recently, substantial progress has been made in the 1L immunotherapy of advanced NSCLC. These include monotherapy blockade of programmed cell death 1 (PD‐1) in patients with programmed cell death ligand 1 (PD‐L1) tumor proportion score (TPS) of 50% or greater, or combination with anti‐PD‐(L)1 antibody plus chemotherapy, irrespective of tumor PD‐L1 expression. The KEYNOTE‐042 study further showed that pembrolizumab (PEM) monotherapy provided longer duration of survival than chemotherapy in patients with PD‐L1 TPS of ≥1%. Still, only a minority of patients obtain long‐term survival. Attempts have been made in simultaneous inhibition of immune checkpoints with complementary mechanisms of action to further improve efficacy. Accordingly, the CheckMate 227 study demonstrated survival improvement with dual inhibition of PD‐1 (nivolumab) and cytotoxic T lymphocyte antigen 4 (CTLA‐4) (ipilimumab) in patients with advanced NSCLC and PD‐L1 TPS of ≥1%, as compared with chemotherapy. Thus, both nivolumab plus ipilimumab (N‐I) and PEM monotherapy were recommended as chemotherapy‐free 1L treatment for PD‐L1‐positive NSCLC by the recently published National Comprehensive Cancer Network Clinical Practice Guidelines. However, no direct comparison data exist between these two regimens to be able to make informed patient selection, treatment decisions, and guideline recommendations. As such, we performed this indirect comparison of efficacy and safety outcomes between N‐I and PEM in advanced NSCLC with established approaches.

METHODS

Study eligibility

Pubmed, Embase, and the Cochrane Center Register were searched for studies indexed from inception to October 8, 2019 by a professional librarian. We used both subject headings and text‐word terms for “pembrolizumab,” “nivolumab,” “ipilimumab,” “non‐small‐cell lung cancer,” and “randomized controlled trial.” A full search strategy is shown in Supporting Information Methods. We also reviewed the major oncology conference proceedings. Study selection was conducted by two investigators independently, with discrepancy solved by consensus. Only English language publications were considered.

Data extraction

The outcomes of this combined analysis included overall survival (OS), progression‐free survival (PFS), objective response rate (ORR), and treatment‐related adverse events (TRAEs). We derived the hazard ratios (HRs) and its 95% confidence intervals (CIs) for OS and PFS, and the dichotomous data for ORR and TRAEs.

Data analyses

We calculated the pooled HRs, 95% Cis, and P‐values for OS and PFS using inverse‐variance‐weighted method. Pooled relative risks (RRs), 95% Cis, and P‐values for ORR and TRAEs were computed using the Mantel Haenszel method with a fixed‐effect model. The adjusted indirect comparison was performed on arm A (N‐I) versus arm B (PEM), linked by arm C (chemotherapy) using the frequentist methods with the following formula : logHR AB = log HR AC˗log HR BC, and its standard error (SE) for the log HR was . RR was evaluated similarly using this formula. All statistical analyses were conducted using STATA (version 12.0). A two‐sided P of <.05 defined statistical significance.

RESULTS

Characteristics of the eligible studies

Three studies including 2372 patients fulfilled the predefined inclusion criteria. Detailed study selection process is presented in Figure 1. Risk of bias was assessed according to the Cochrane collaboration's tool (Supporting Information Table 1) and the only source of bias was the absence of data regarding immune‐related adverse events in CheckMate 227.
FIGURE 1

Flow diagram of trial selection

Flow diagram of trial selection The main characteristics of the included studies are shown in Table 1. One study compared N‐I with chemotherapy (CheckMate 227 part 1a). The other two studies compared PEM with chemotherapy (KEYNOTE‐024 and KEYNOTE‐042). The median follow‐up periods were 29.3, 25.2, and 12.8 months, respectively. Of the 2372 patients included, 396 were from N‐I group, 1371 from chemotherapy group, and 791 from PEM group.
TABLE 1

Baseline characteristics and outcomes of included trials

ItemsCheckMate 227KEYNOTE‐024KEYNOTE‐042
Baseline characteristicsN‐IChemotherapyPEMChemotherapyPEMChemotherapy
All eligible patients396397154151637637
Median age (y)64.064.064.566.063.063.0
Male sex (%)64.465.559.762.970.671.0
Region (%)
East‐Asia20.520.413.612.629.029.0
Non‐East Asia79.679.686.487.471.071.0
ECOG a score (%)
034.133.835.135.131.130.1
165.765.264.364.968.969.9
Smoking status (%)
Current/former84.385.696.887.477.778.0
Never14.112.83.212.622.322.0
Unknown1.51.50000
Histologic type (%)
Squamous29.529.218.817.938.139.1
Non‐squamous70.570.881.282.161.960.9
PD‐L1 TPS (%)
≥1100.0100.0100.0100.0100.0100.0
1‐4948.251.60053.152.9
≥5051.848.4100.0100.046.947.1
PD‐L1 expression assay b 28‐8 pharmDx22C3 pharmDx22C3 pharmDx
InterventionsN‐I c AP or GP d PEM e AP or GP or TP f PEM e AP or TP g
Endpoints
Follow‐up time (mo)29.325.212.8
PD‐L1 ≥ 1%
OS (mo), HR (95% CI)17.1 vs 14.9, 0.79 (0.65‐0.96)16.7 vs 12.1, 0.81 (0.71‐0.93)
PFS (mo), HR (95% CI)5.1 vs 5.6, 0.82 (0.69‐0.97)5.4 vs 6.5, 1.07 (0.94‐1.21)
ORR (%)36 vs 3027 vs 27
mDOR (mo)23.2 vs 6.220.2 vs 8.3
PD‐L1 = 1‐49%
OS (mo), HR (95% CI)15.1 vs 15.1, 0.94 (0.75‐1.18)13.4 vs 12.1, 0.92 (0.77‐1.11)
PD‐L1 ≥ 50%
OS (mo), HR (95% CI)21.2 vs 14.0, 0.70 (0.55‐0.90)30.0 vs 14.2, 0.63 (0.47‐0.86)16.7 vs 12.1, 0.69 (0.56‐0.85)
PFS (mo), HR (95% CI)6.7 vs 5.6, 0.62 (0.49‐0.79)10.3 vs 6.0, 0.50 (0.37‐0.68)7.1 vs 6.4, 0.81 (0.67‐0.99)
ORR (%)44 vs 3545 vs 2839 vs 32
mDOR (mo)31.8 vs 5.8NR vs 6.320.2 vs 10.8

Abbreviations: PD‐L1 TPS, PD‐L1 tumor proportion score; N‐I, nivolumab + ipilimumab; PEM, pembrolizumab; OR, overall survival; PFS, progression‐free survival; ORR, objective response rate; mDOR, median duration of response; 95% CI, 95% confidence interval (CI); mo, months.

Performance‐status evaluation of the Eastern Cooperative Oncology Group.

PD‐L1 expression status was determined using PD‐L1 IHC 28‐8 pharmDx assay (Code SK005) and PD‐L1 IHC 22C3 pharmDx assay (Dako North America).

Nivolumab (3 mg/kg Q2W) + ipilimumab (1 mg/Q6W).

AP: pemetrexed (500 mg/m2 Q3W) + cisplatin (75 mg/m2 Q3W)/carboplatin (AUC = 5‐6 Q3W); GP: gemcitabine (1000 or 1250/m2) + cisplatin (75 mg/m2) or gemcitabine (1000 mg/m2) + carboplatin (AUC = 5 Q3W).

Pembrolizumab 200 mg Q3W.

AP: pemetrexed (500 mg/m2 Q3W) + cisplatin (75 mg/m2 Q3W)/carboplatin (AUC = 5‐6 Q3W); GP: gemcitabine (1250 mg/m2 Q3W) + cisplatin (75 mg/m2 Q3W)/carboplatin (AUC = 5‐6 Q3W); TP: paclitaxel (200 mg/m2 Q3W) + carboplatin (AUC = 5‐6 Q3W).

AP: pemetrexed (500 mg/m2 Q3W) + carboplatin (AUC = 5‐6 Q3W); TP: paclitaxel (200 mg/m2 Q3W) + carboplatin (AUC = 5‐6 Q3W).

Baseline characteristics and outcomes of included trials Abbreviations: PD‐L1 TPS, PD‐L1 tumor proportion score; N‐I, nivolumab + ipilimumab; PEM, pembrolizumab; OR, overall survival; PFS, progression‐free survival; ORR, objective response rate; mDOR, median duration of response; 95% CI, 95% confidence interval (CI); mo, months. Performance‐status evaluation of the Eastern Cooperative Oncology Group. PD‐L1 expression status was determined using PD‐L1 IHC 28‐8 pharmDx assay (Code SK005) and PD‐L1 IHC 22C3 pharmDx assay (Dako North America). Nivolumab (3 mg/kg Q2W) + ipilimumab (1 mg/Q6W). AP: pemetrexed (500 mg/m2 Q3W) + cisplatin (75 mg/m2 Q3W)/carboplatin (AUC = 5‐6 Q3W); GP: gemcitabine (1000 or 1250/m2) + cisplatin (75 mg/m2) or gemcitabine (1000 mg/m2) + carboplatin (AUC = 5 Q3W). Pembrolizumab 200 mg Q3W. AP: pemetrexed (500 mg/m2 Q3W) + cisplatin (75 mg/m2 Q3W)/carboplatin (AUC = 5‐6 Q3W); GP: gemcitabine (1250 mg/m2 Q3W) + cisplatin (75 mg/m2 Q3W)/carboplatin (AUC = 5‐6 Q3W); TP: paclitaxel (200 mg/m2 Q3W) + carboplatin (AUC = 5‐6 Q3W). AP: pemetrexed (500 mg/m2 Q3W) + carboplatin (AUC = 5‐6 Q3W); TP: paclitaxel (200 mg/m2 Q3W) + carboplatin (AUC = 5‐6 Q3W).

Direct comparisons of N‐I/PEM versus chemotherapy

For patients with tumor PD‐L1 level of 1% or greater, those receiving N‐I experienced improved PFS (HRN‐I/chemo 0.82, 95% CI 0.69‐0.97) and OS (HRN‐I/chemo 0.79, 95% CI 0.65‐0.96) compared with those receiving chemotherapy (Table 1). Similar OS improvement was observed with PEM relative to chemotherapy (HRPEM/chemo 0.81, 95% CI 0.71‐0.93). However, PEM did not result in clear PFS benefit compared with chemotherapy (HRPEM/chemo 1.07, 95% CI 0.94‐1.21). Neither N‐I (RRN‐I/chemo 1.20, 95% CI 0.98‐1.46) nor PEM (RRPEM/chemo 1.03, 95% CI 0.86‐1.23) were associated with improved response rate. Further direct analyses of benefit according to PD‐L1 level are as follows (Figure 2 and Table 2):
FIGURE 2

Direct comparisons between pembrolizumab (PEM) with chemotherapy (Chemo) for patients with PD‐L1 level greater than 50%. A‐C, Forest plot of hazard ratios (HRs) and risk ratio (RR) comparing overall survival (OS) (A), progression‐free survival (PFS) (B), and objective response rate (ORR) (C) between PEM with Chemo. The size of the data markers (squares) corresponds to the weight of the study in the meta‐analysis. The horizontal line crossing the square represents the 95% CI. The diamonds represent the estimated overall effect based on the meta‐analysis

TABLE 2

Summary of clinical outcomes according to PD‐L1 expression level

SubgroupN‐I versus chemoPEM versus chemoN‐I versus PEM
PD‐L1 ≥ 1%
OS HR (95% CI)0.79 (0.65‐0.96)0.81 (0.71‐0.93)0.98 (0.77‐1.24)
PFS HR (95% CI)0.82 (0.69‐0.97)1.07 (0.94‐1.21)0.77 (0.62‐0.95)
ORR RR (95% CI)1.20 (0.98‐1.46)1.03 (0.86‐1.23)1.17 (0.89‐1.52)
PD‐L1 = 1‐49%
OS HR (95% CI)0.94 (0.75‐1.18)0.92 (0.77‐1.11)1.02 (0.76‐1.37)
PD‐L1 ≥ 50%
OS HR (95% CI)0.70 (0.55‐0.90)0.63 (0.47‐0.86)1.04 (0.77‐1.42)
PFS HR (95% CI)0.62 (0.49‐0.79)0.50 (0.37‐0.68)0.88 (0.66‐1.18)
ORR RR (95% CI)1.16 (0.91‐1.47)1.35 (1.13‐1.61)0.86 (0.64‐1.16)
PD‐L1 < 1%
OS HR (95% CI)0.62 (0.48‐0.78)No available data

Abbreviations: PD‐L1 TPS, programmed cell death‐ligand 1 tumor proportion score; N‐I, nivolumab + ipilimumab; PEM, pembrolizumab; chemo, chemotherapy; HR, hazard ratio; 95% CI, 95% confidence interval.

≥50%, HRN‐I/chemo for death 0.70, 95% CI 0.55‐0.90; HRPEM/chemo for death 0.67, 95% CI 0.56‐0.80; HRN‐I/chemo for disease progression or death 0.62, 95% CI 0.49‐0.79; HRPEM/chemo for disease progression or death 0.70, 95% CI 0.60‐0.83; RRN‐I/chemo for response 1.16, 95% CI 0.91‐1.47; RRPEM/chemo for response 1.35, 95% CI 1.13‐1.61. 1‐49% (only OS data available), HRN‐I/chemo for death 0.94, 95% CI 0.75‐1.18; HRPEM/chemo for death 0.92, 95% CI 0.77‐1.11. <1% (only N‐I has data), HRN‐I/chemo for death 0.62, 95% CI 0.48‐0.78. Direct comparisons between pembrolizumab (PEM) with chemotherapy (Chemo) for patients with PD‐L1 level greater than 50%. A‐C, Forest plot of hazard ratios (HRs) and risk ratio (RR) comparing overall survival (OS) (A), progression‐free survival (PFS) (B), and objective response rate (ORR) (C) between PEM with Chemo. The size of the data markers (squares) corresponds to the weight of the study in the meta‐analysis. The horizontal line crossing the square represents the 95% CI. The diamonds represent the estimated overall effect based on the meta‐analysis Summary of clinical outcomes according to PD‐L1 expression level Abbreviations: PD‐L1 TPS, programmed cell death‐ligand 1 tumor proportion score; N‐I, nivolumab + ipilimumab; PEM, pembrolizumab; chemo, chemotherapy; HR, hazard ratio; 95% CI, 95% confidence interval.

Indirect comparisons between N‐I versus PEM of efficacy and safety

Results from indirect comparisons showed that N‐I was statistically associated with longer PFS than PEM (HRN‐I/PEM 0.77, 95% CI 0.62‐0.95). However, N‐I was not superior to PEM in terms of OS (HRN‐I/PEM 0.98, 95% CI 0.77‐1.24) and ORR (RRN‐I/PEM 1.17, 95% CI 0.89‐1.52) (Figure 3A). In subgroup analyses, OS was comparable between N‐I and PEM in pre‐specified subgroups including PD‐L1 level, gender, smoking status, Eastern Cooperative Oncology Group performance status (PS), and histology (Figure 3B). Nevertheless, there was a trend toward improved OS with N‐I versus PEM in younger patients (<65 years: HRN‐I/PEM 0.86, 95% CI 0.64‐1.17) and patients of good PS (PS 0: HRN‐I/PEM 0.86, 95% CI 0.56‐1.31).
FIGURE 3

Indirect comparisons of efficacy and safety between nivolumab plus ipilimumab (N‐I) versus pembrolizumab (PEM) for patients with positive programmed cell death‐ligand 1 (PD‐L1) expression. A, Results of indirect analysis for overall survival (OS), progression‐free survival (PFS) and objective response rate (ORR) between N‐I and PEM. The solid lines represent the existence of direct comparisons between the treatments, whereas the dashed line represents the indirect comparison between N‐I versus PEM. The size of the circle corresponds to the number of enrolled patients. B, Forest plot of hazard ratios (HRs) for OS in all subgroups between N‐I and PEM. P‐value with a markera demonstrates the significance of differences between the subgroups. C, Forest plot of risk ratios (RRs) for treatment‐related adverse events (TRAEs) between N‐I and PEM. The horizontal line crossing the square represents the 95% confidence interval (CI) in (B) and (C). The diamonds represent the estimated overall effect based on the meta‐analysis. All statistical tests were two‐sided. Abbreviations: chemo, chemotherapy

Indirect comparisons of efficacy and safety between nivolumab plus ipilimumab (N‐I) versus pembrolizumab (PEM) for patients with positive programmed cell death‐ligand 1 (PD‐L1) expression. A, Results of indirect analysis for overall survival (OS), progression‐free survival (PFS) and objective response rate (ORR) between N‐I and PEM. The solid lines represent the existence of direct comparisons between the treatments, whereas the dashed line represents the indirect comparison between N‐I versus PEM. The size of the circle corresponds to the number of enrolled patients. B, Forest plot of hazard ratios (HRs) for OS in all subgroups between N‐I and PEM. P‐value with a markera demonstrates the significance of differences between the subgroups. C, Forest plot of risk ratios (RRs) for treatment‐related adverse events (TRAEs) between N‐I and PEM. The horizontal line crossing the square represents the 95% confidence interval (CI) in (B) and (C). The diamonds represent the estimated overall effect based on the meta‐analysis. All statistical tests were two‐sided. Abbreviations: chemo, chemotherapy Analyses of TRAEs suggested a less‐favorable toxicity profile with N‐I relative to PEM (Figure 3C). The rate of all grades (RR 1.28, 95% CI 1.17‐1.40) and ≥grade 3 (RR 2.18, 95% CI 1.7‐2.8) TRAEs were both significantly higher with N‐I compared with PEM. The rate of TRAEs leading to drug discontinuation occurred more frequently in those receiving N‐I (RR 3.08, 95% CI 1.81‐5.23). Treatment‐related deaths were similar between N‐I and PEM (RR 1.24, 95% CI 0.30‐5.11). Risks of some commonly reported TRAEs are presented in Table 3.
TABLE 3

Relative risks for treatment‐related adverse events with N‐I versus PEM

Relative risk for N‐I versus PEM
Treatment‐related adverse eventsRRs95% CI (P)logSE
RashAny grade1.911.00‐3.62 (.049)0.328
Grade ≥ 32.780.05‐168.18 (.625)2.093
DiarrheaAny grade2.331.41‐3.87 (.001)0.259
Grade ≥ 30.830.11‐6.41 (.862)1.041
PruritusAny grade5.171.63‐16.39 (.005)0.588
Grade ≥ 31.020.01‐74.71 (.992)2.189
FatigueAny grade1.701.12‐2.58 (.013)0.213
Grade ≥ 35.311.10‐25.56 (.037)0.802
Decreased appetiteAny grade2.041.31‐3.16 (.002)0.224
Grade ≥ 32.510.46‐13.67 (.288)0.865
AstheniaAny grade2.011.10‐3.68 (.023)0.308
Grade ≥ 34.270.68‐26.7 (.121)0.936
NauseaAny grade1.601.04‐2.47 (.032)0.22
Grade ≥ 33.220.24‐42.85 (.377)1.321
VomitingAny grade2.361.18‐4.7 (.015)0.352
Grade ≥ 30.240.01‐3.88 (.314)1.424
ConstipationAny grade1.800.83‐3.89 (.135)0.394
Grade ≥ 3
AnemiaAny grade0.790.43‐1.45 (.445)0.313
Grade ≥ 31.950.59‐6.44 (.272)0.609
Neutrophil count decreasedAny grade3.570.74‐17.29 (.115)0.805
Grade ≥ 31.130.03‐36.79 (.947)1.779
NeutropeniaAny grade0.310.04‐2.65 (.286)1.09
Grade ≥ 30.680.03‐16.77 (.815)1.634

Abbreviations: N‐I, nivolumab plus ipilimumab; PEM, pembrolizumab.

Relative risks for treatment‐related adverse events with N‐I versus PEM Abbreviations: N‐I, nivolumab plus ipilimumab; PEM, pembrolizumab.

DISCUSSION

To the best of our knowledge, this is the first study to compare the efficacy and safety between N‐I and PEM in NSCLC, via indirect comparison. This hypothesis‐generating study revealed that nivolumab plus low‐dose, long‐interval ipilimumab had superior PFS over PEM as 1L treatment for patients with PD‐L1‐positive advanced NSCLC. However, this benefit was absent in terms of OS (across different subgroups) and ORR. Overall, patients receiving N‐I experienced more TRAEs than those receiving PEM. The KEYNOTE‐042 was the pivotal study showing that PEM outperformed chemotherapy as 1L treatment of PD‐L1‐positive advanced NSCLC. However, exploratory analysis implied that PEM provided long‐term survival to only those with PD‐L1 TPS of ≥50% but not those between 1% and 49%. Furthermore, the CheckMate 026 study showed that neither PFS nor OS were prolonged with nivolumab in patients with >5% tumor PD‐L1 staining. These data implied that monotherapy blockade of PD‐1 failed to provide benefit for a broader population of patients. One explanation is that PD‐1/PD‐L1 engagement is not the only mediator for immune evasion of tumor cells. Among this process, CTLA‐4 plays an important role in the early‐phase regulation of T‐cell proliferation, whereas PD‐1 participates in the latter phase. This complementary mechanism of action makes the dual inhibition of CTLA‐4 and PD‐1 an appealing approach, which has been clinically proved in melanoma and renal cell carcinoma. Unexpectedly, our analysis showed comparable efficacy between N‐I and PEM in NSCLC except that the latter one was associated with longer PFS. The rationale for the absence of OS benefits remains to be unveiled. Possible explanations may include insufficient synergy of dual inhibition of CTLA‐4 and PD‐1 in NSCLC, limited efficacy of CTLA‐4 blockade in NSCLC, inappropriate dosing and interval of ipilimumab, lack of established predictive biomarkers (given that both PD‐L1 and tumor mutation burden failed), unbalanced post‐progression treatment, and unequal performance of chemotherapy arms across different studies. An ongoing phase III study is evaluating PEM plus ipilimumab versus PEM in NSCLC patients with PD‐L1 TPS of ≥50% (KEYNOTE‐598, NCT03302234), which will further provide answers for whether there is an added value of ipilimumab to PD‐1 blockade and whether there is a difference between nivolumab and PEM, when combined with ipilimumab. Noteworthy, exploratory analysis indicates that N‐I improves OS in patients with PD‐L1‐negative NSCLC. This is clinically relevant because chemotherapy is currently unavoidable in this subset of patients. Additionally, in our subgroup analyses, a trend toward improved OS was observed in younger patients and in patients with good performance status who were receiving N‐I therapy, which required further investigation. With increasing studies exploring the frontline immunotherapy of NSCLC, there will be growing challenges to determine which treatment is best for patients with different clinicopathological characteristics: chemotherapy plus immunotherapy, immunotherapy alone, immunotherapy plus immunotherapy, or immunotherapy plus anything else. Several limitations should be considered. First, this is an integrated analysis of published results rather than individual patient's data. Second, we lack head‐to‐head comparisons. In addition, only three qualified trials were included. Therefore, the interpretation of the results needs additional caution. Considering these limitations, head‐to‐head randomized trials will be required to directly compare PEM against N‐I. In conclusion, our study indicates that N‐I and PEM provide comparable overall survival benefit for PD‐L1‐positive NSCLC, though mostly driven by the group of PD‐L1 ≥ 50%. N‐I was associated with superior PFS relative to PEM but at meaningful cost of toxicities. Both regimens spare patients from 1L chemotherapy and change the practice paradigm of NSCLC. Clinicians should carefully balance the efficacy, toxicity, and costs of different regimens in order to optimize clinical outcomes.

AVAILABILITY OF DATA AND MATERIALS

All the data generated or analyzed during this study are included in the published article.

AUTHOR CONTRIBUTIONS

Y.X.Z., Y.Q.Z., and G.F.G. contributed to data acquisition, data interpretation, and statistical analysis and drafting of the manuscript. X.Y.C., H.Y., and Y.Y.C. contributed to data acquisition, data interpretation, and statistical analysis. B.Z., S.D.H., and L.Z. contributed to the study design, data acquisition, data interpretation, and statistical analysis. All the authors contributed to critical revision of the manuscript.

CONFLICT OF INTEREST

The authors declare that they have no conflict of interest.

FUNDING INFORMATION

This study was funded by grants 2016YFC0905500 and 2016YFC0905503 from the National Key R&D Program of China; 81903176, 81972898, 81602005, 81702283, 81872499, and 81602011 from the National Natural Science Funds of China; 16zxyc04 from the Outstanding Young Talents Program of Sun Yat‐sen University Cancer Center; 17ykpy81 from the Central Basic Scientific Research Fund for Colleges‐Young Teacher Training Program of Sun Yat‐sen University; 2019A1515011596, 2017B020227001 from the Science and Technology Program of Guangdong Province. The funding sources had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication. Supporting Information Click here for additional data file.
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Authors:  Taku Okazaki; Shunsuke Chikuma; Yoshiko Iwai; Sidonia Fagarasan; Tasuku Honjo
Journal:  Nat Immunol       Date:  2013-12       Impact factor: 25.606

5.  Five-Year Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma.

Authors:  James Larkin; Vanna Chiarion-Sileni; Rene Gonzalez; Jean-Jacques Grob; Piotr Rutkowski; Christopher D Lao; C Lance Cowey; Dirk Schadendorf; John Wagstaff; Reinhard Dummer; Pier F Ferrucci; Michael Smylie; David Hogg; Andrew Hill; Ivan Márquez-Rodas; John Haanen; Massimo Guidoboni; Michele Maio; Patrick Schöffski; Matteo S Carlino; Céleste Lebbé; Grant McArthur; Paolo A Ascierto; Gregory A Daniels; Georgina V Long; Lars Bastholt; Jasmine I Rizzo; Agnes Balogh; Andriy Moshyk; F Stephen Hodi; Jedd D Wolchok
Journal:  N Engl J Med       Date:  2019-09-28       Impact factor: 91.245

6.  Comparison of four chemotherapy regimens for advanced non-small-cell lung cancer.

Authors:  Joan H Schiller; David Harrington; Chandra P Belani; Corey Langer; Alan Sandler; James Krook; Junming Zhu; David H Johnson
Journal:  N Engl J Med       Date:  2002-01-10       Impact factor: 91.245

7.  Nivolumab plus Ipilimumab versus Sunitinib in Advanced Renal-Cell Carcinoma.

Authors:  Robert J Motzer; Nizar M Tannir; David F McDermott; Osvaldo Arén Frontera; Bohuslav Melichar; Toni K Choueiri; Elizabeth R Plimack; Philippe Barthélémy; Camillo Porta; Saby George; Thomas Powles; Frede Donskov; Victoria Neiman; Christian K Kollmannsberger; Pamela Salman; Howard Gurney; Robert Hawkins; Alain Ravaud; Marc-Oliver Grimm; Sergio Bracarda; Carlos H Barrios; Yoshihiko Tomita; Daniel Castellano; Brian I Rini; Allen C Chen; Sabeen Mekan; M Brent McHenry; Megan Wind-Rotolo; Justin Doan; Padmanee Sharma; Hans J Hammers; Bernard Escudier
Journal:  N Engl J Med       Date:  2018-03-21       Impact factor: 91.245

8.  Pembrolizumab versus Chemotherapy for PD-L1-Positive Non-Small-Cell Lung Cancer.

Authors:  Martin Reck; Delvys Rodríguez-Abreu; Andrew G Robinson; Rina Hui; Tibor Csőszi; Andrea Fülöp; Maya Gottfried; Nir Peled; Ali Tafreshi; Sinead Cuffe; Mary O'Brien; Suman Rao; Katsuyuki Hotta; Melanie A Leiby; Gregory M Lubiniecki; Yue Shentu; Reshma Rangwala; Julie R Brahmer
Journal:  N Engl J Med       Date:  2016-10-08       Impact factor: 91.245

9.  Pembrolizumab versus chemotherapy for previously untreated, PD-L1-expressing, locally advanced or metastatic non-small-cell lung cancer (KEYNOTE-042): a randomised, open-label, controlled, phase 3 trial.

Authors:  Tony S K Mok; Yi-Long Wu; Iveta Kudaba; Dariusz M Kowalski; Byoung Chul Cho; Hande Z Turna; Gilberto Castro; Vichien Srimuninnimit; Konstantin K Laktionov; Igor Bondarenko; Kaoru Kubota; Gregory M Lubiniecki; Jin Zhang; Debra Kush; Gilberto Lopes
Journal:  Lancet       Date:  2019-04-04       Impact factor: 79.321

10.  Nivolumab plus Ipilimumab in Advanced Non-Small-Cell Lung Cancer.

Authors:  Matthew D Hellmann; Luis Paz-Ares; Reyes Bernabe Caro; Bogdan Zurawski; Sang-We Kim; Enric Carcereny Costa; Keunchil Park; Aurelia Alexandru; Lorena Lupinacci; Emmanuel de la Mora Jimenez; Hiroshi Sakai; Istvan Albert; Alain Vergnenegre; Solange Peters; Konstantinos Syrigos; Fabrice Barlesi; Martin Reck; Hossein Borghaei; Julie R Brahmer; Kenneth J O'Byrne; William J Geese; Prabhu Bhagavatheeswaran; Sridhar K Rabindran; Ravi S Kasinathan; Faith E Nathan; Suresh S Ramalingam
Journal:  N Engl J Med       Date:  2019-09-28       Impact factor: 91.245

  10 in total
  10 in total

1.  Noninvasive imaging of the tumor immune microenvironment correlates with response to immunotherapy in gastric cancer.

Authors:  Weicai Huang; Yuming Jiang; Wenjun Xiong; Zepang Sun; Chuanli Chen; Qingyu Yuan; Kangneng Zhou; Zhen Han; Hao Feng; Hao Chen; Xiaokun Liang; Shitong Yu; Yanfeng Hu; Jiang Yu; Yan Chen; Liying Zhao; Hao Liu; Zhiwei Zhou; Wei Wang; Wei Wang; Yikai Xu; Guoxin Li
Journal:  Nat Commun       Date:  2022-08-30       Impact factor: 17.694

2.  Ferroptosis regulators, especially SQLE, play an important role in prognosis, progression and immune environment of breast cancer.

Authors:  Wenqing Tang; Fangshi Xu; Meng Zhao; Shuqun Zhang
Journal:  BMC Cancer       Date:  2021-10-29       Impact factor: 4.430

3.  SLC1A5 Prefers to Play as an Accomplice Rather Than an Opponent in Pancreatic Adenocarcinoma.

Authors:  Fangshi Xu; Hai Wang; Honghong Pei; Zhengliang Zhang; Liangliang Liu; Long Tang; Shuang Wang; Bin-Cheng Ren
Journal:  Front Cell Dev Biol       Date:  2022-03-28

4.  Age does matter in adolescents and young adults vs. older adults with lung adenocarcinoma: A retrospective analysis comparing clinical characteristics and outcomes in response to systematic treatments.

Authors:  Lin Zhou; Huiwu Li; Shuhui Yang
Journal:  Oncol Lett       Date:  2022-08-31       Impact factor: 3.111

Review 5.  Research Progress on Radiotherapy Combined with Immunotherapy for Associated Pneumonitis During Treatment of Non-Small Cell Lung Cancer.

Authors:  Anqi Zhang; Fuyuan Yang; Lei Gao; Xiaoyan Shi; Jiyuan Yang
Journal:  Cancer Manag Res       Date:  2022-08-13       Impact factor: 3.602

6.  A retrospective study for prognostic significance of type II diabetes mellitus and hemoglobin A1c levels in non-small cell lung cancer patients treated with pembrolizumab.

Authors:  Yinchen Shen; Jiaqi Li; Huiping Qiang; Yuqiong Lei; Qing Chang; Runbo Zhong; Giulia Maria Stella; Francesco Gelsomino; Yeon Wook Kim; Afaf Abed; Jialin Qian; Tianqing Chu
Journal:  Transl Lung Cancer Res       Date:  2022-08

Review 7.  Biomarkers of related driver genes predict anti-tumor efficacy of immune checkpoint inhibitors.

Authors:  Shuai Jiang; Shuai Geng; Xinyu Luo; Can Zhang; Yang Yu; Mengfei Cheng; Shuo Zhang; Ning Shi; Mei Dong
Journal:  Front Immunol       Date:  2022-09-15       Impact factor: 8.786

Review 8.  Intestinal Microbiota: The Driving Force behind Advances in Cancer Immunotherapy.

Authors:  Zhujiang Dai; Jihong Fu; Xiang Peng; Dong Tang; Jinglue Song
Journal:  Cancers (Basel)       Date:  2022-09-30       Impact factor: 6.575

Review 9.  If Virchow and Ehrlich Had Dreamt Together: What the Future Holds for KRAS-Mutant Lung Cancer.

Authors:  Jens Köhler; Pasi A Jänne
Journal:  Int J Mol Sci       Date:  2021-03-16       Impact factor: 5.923

Review 10.  Impact of Diets on Response to Immune Checkpoint Inhibitors (ICIs) Therapy against Tumors.

Authors:  Xin Zhang; Huiqin Li; Xiupeng Lv; Li Hu; Wen Li; Meiting Zi; Yonghan He
Journal:  Life (Basel)       Date:  2022-03-11
  10 in total

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