Immune checkpoint inhibitor (ICI)-based treatment beyond progression with prior immunotherapy in patients with stage IV non-small cell lung cancer: a retrospective study.

Background: Although immune checkpoint inhibitors (ICIs) provide unprecedented survival improvement for patients with advanced non-small cell lung cancer (NSCLC), disease progression inevitably occurs. After ICIs failure, limited data exist on whether ICI-based treatment beyond progression (TBP) may be beneficial to advanced NSCLC. This retrospective study aimed to evaluate the efficacy of this treatment approach in advanced NSCLC and identify potential beneficial factors.
Methods: Patients with stage IV NSCLC who received ICI-based treatment after the failure of prior PD-1/PD-L1 inhibitor treatments (monotherapy or combination therapy) between January 2016 and July 2020 were enrolled. Their clinical characteristics and treatment procedures were collected, and the follow-up would be performed.
Results: A total of 204 patients were included. All patients had disease progression after prior immunotherapy, with 49.5% (101/204) of patients presenting with new metastasis lesions and the rest 50.5% (103/204) of patients' progression on originate lesions. Within the entire cohort, the median progression-free survival (PFS) and median overall survival (OS) of ICI-based TBP with prior immunotherapy were 5.0 months (95% CI: 4.5-5.5 months) and 15.7 months (95% CI: 14.7-16.8 months), respectively. The objective response rate (ORR) and disease control rate (DCR) were 9.3% and 74.0%, respectively. According to the multivariate analysis, ICI-based combination therapy [PFS: hazard ratio (HR), 0.48, 95% confidence interval (CI): 0.28-0.84, P=0.011] (OS: HR, 0.44, 95% CI: 0.23-0.85, P=0.014), not having targetable gene alterations (PFS: HR, 0.56, 95% CI: 0.40-0.79, P=0.001) (OS: HR, 0.57, 95% CI: 0.37-0.87, P=0.009), and good response to prior immunotherapy (PFS: HR, 0.36, 95% CI: 0.24-0.53, P<0.0001) (OS: HR, 0.31, 95% CI: 0.19-0.52, P<0.0001) were independently associated with improved PFS and OS. Moreover, disease progression due to appearances of new metastasis (OS: HR, 0.56, 95% CI: 0.37-0.84, P=0.005) was only associated with better OS. Conclusions: While the ORR in patients with advanced NSCLC receiving ICI-based TBP with prior immunotherapy was limited, the DCR was relatively high in our study which is encouraging. ICI-based treatment strategy may be a reasonable option for patients who progressed from prior immunotherapy. Further prospective studies on larger sample size are warranted. 2022 Translational Lung Cancer Research. All rights reserved.

Introduction

Immune checkpoint inhibitors (ICIs) targeting programmed cell death 1 (PD-1) and programmed death-ligand 1 (PD-L1) have greatly improved the survival of advanced non-small cell lung cancer (NSCLC) (1-3). Despite a significant survival advantage for patients with advanced NSCLC treated with immunotherapy, disease progression is still common and often inevitable (4). The subsequent treatment options of patients who experience ICI treatment failure consist mostly of traditional chemotherapy, with median progression-free survival (PFS) ranging from 2.8 to 4.5 months and median overall survival (OS) ranging from 6.8 to 7.5 months (5-7). Clinically, there is still much room for significant improvement in the subsequent treatment of advanced NSCLC patients who have failed with immunotherapy.

The application of ICI treatment beyond progression (TBP) with prior immunotherapy among patients with advanced NSCLC has attracted attention. According to post-hoc analyses of Checkmate 153 and Keynote 010, patients who received a second PD-1 inhibitor course after prior ICI treatment failure can still respond again (8,9). But highly selected patients in clinical research can not necessarily fully reflect the real-world clinical setting. According to some retrospective studies, patients who received ICI TBP were reported to be associated with better clinical outcomes compared to the non-TBP group under real-world conditions (10-12). However, those prospective studies with limited samples reported different outcomes about ICI TBP after prior immunotherapy, some with a median PFS of less than 3 months (13,14), whereas others with more than 5 months (15,16). Outside of clinical trial settings, other retrospective studies demonstrated that median PFS varied from 1.7 to 4.4 months, but more comprehensive statistical analyses were limited due to smaller sample sizes (17-24). Overall, the role of ICI TBP with prior immunotherapy is still not fully clarified in patients with NSCLC.

Therefore, we conducted this real-world retrospective study involving a relatively large sample size, to evaluate the efficacy of ICI-based treatment in advanced NSCLC patients who had previously been treated with ICIs and experienced disease progression, and to further if certain subgroups may benefit more from this approach. We present the following article in accordance with the STROBE reporting checklist (available at https://tlcr.amegroups.com/article/view/10.21037/tlcr-22-376/rc).

Methods

Study design and patients

The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). The study was approved by the Ethics Committee of West China Hospital (No. 2020-905) and individual consent for this retrospective analysis was waived.

Patients with NSCLC who received ICI-based TBP with prior immunotherapy between January 2016 and July 2020 at the West China Hospital were reviewed. Patients’ clinical data, survival outcomes and follow-up information were collected for further analyses. Inclusion criteria were the following: pathologically confirmed primary NSCLC; stage IV according to 8th edition of the American Joint Committee on Cancer (AJCC) (25); confirmed disease progression following prior immunotherapy by the Response Evaluation Criteria in Solid Tumors 1.1 (RECIST 1.1); patients received ICI-based treatment (anti-PD-1/PD-L1 inhibitor monotherapy or combined with other drugs) beyond progression with prior immunotherapy. Exclusion criteria included incomplete medical records, participation in clinical trials, and concurrent other malignancy meantime or in the past five years. Anonymized clinical information was collected from medical records, including sex, age, gene alteration status, PD-L1 expression status, histological subtype, smoking status, treatment history, Eastern Cooperative Oncology Group (ECOG) performance status at the start of second-round immunotherapy, and treatment outcomes. The ECOG score serves as an indicator of patients’ daily living physical status, ranging from 0 to 5 points.

Efficacy evaluation and statistical analysis

This study was designed to assess the efficacy of ICI-based TBP with prior immunotherapy based on the evaluation criteria RECIST 1.1. The PFS was defined as the time from the initiation of second-round immunotherapy to the date of confirmed disease progression or death from any cause and OS was defined as the time from the initiation of second-round immunotherapy to the date of death. The data were censored if the patient had not yet experienced progression or was still alive at the last follow-up. The follow-up data were obtained by telephone calls, outpatient records and inpatient records. The established deadline for follow-up was July 1, 2021. Objective response rate (ORR) was defined as the percentage of patient cases that achieved complete and partial responses (CR + PR), while the disease control rate (DCR) was defined as the percentage of patient cases that achieved stable disease, CR, or PR status (SD + CR + PR).

Survival curves were estimated by the Kaplan-Meier method, and the differences were compared by log-rank test. A Cox proportional hazards model was further applied to identify the factors which may influence clinical outcomes. The factors with statistical significance (P<0.05) in the univariate analysis and those clinically considered to be related to prognosis were further analyzed by multivariate analysis. A two-tailed P value was used and its less than 0.05 was regarded to be statistically significant. All statistical tests were analyzed using the computer software SPSS version 22.0 (IBM Corp., Armonk, NY, USA) and GraphPad Prism 8.0 (GraphPad Software Inc., San Diego, CA, USA).

Results

Clinicopathological characteristics

Between January 2016 and July 2020, 256 consecutive patients with NSCLC who received ICI-based TBP with prior immunotherapy at West China Hospital were enrolled. After screening, 25 were excluded due to other simultaneous primary tumors, and 13 patients were excluded because of participation in the clinical trial, 14 were excluded due to incomplete medical records. At the end, 204 patients were included in this study for analyses (). All patients presented progression after the first round of ICI treatment, and that treatment approach gained a median progression-free survival of 5.3 (range, 4.6–6) months and an objective response rate of 37.3% (PR 76, CR 0). Regarding the progression pattern of prior immunotherapy, 50.5% (n=103) of the patients developed progression in the same initial lesions, while the rest 49.5% (n=101) of patients developed new metastatic lesions.

Figure 1

The flow chart of the screening procedure. NSCLC, non-small cell lung cancer; ICI, immune checkpoint inhibitor.

Clinical characteristics of patients at the time of second-round ICI treatment are presented in . The median age of the patients was 60 years (range, 33–85 years). Most patients were male (157/204, 77.0%), had adenocarcinoma (123/204, 60.3%), and presented an ECOG performance status of 0 or 1 (189/204, 92.6%). PD-L1 expression data were available for 152 patients (152/204, 74.5%). Negative PD-L1 expression was observed in 47 patients (tumor proportion score, TPS <1%), while weak positive PD-L1 expression was observed in 59 patients (TPS 1–49%) and strong positive PD-L1 expression was observed in 46 patients (TPS ≥50%). Molecular driver gene alterations were found in 69 patients, including epidermal growth factor receptor (EGFR; n=20), kirsten rat sarcoma viral oncogene homolog (KRAS; n=24), human epidermal growth factor receptor 2 (Her-2; n=11), v-raf murine sarcoma viral oncogene homolog B (BRAF, n=6), mesenchymal to epithelial transition factor (MET; n=4), ret proto-oncogene (RET; n=3), and anaplastic lymphoma kinase (ALK; n=1). Concerning the type of ICI drugs, 195 patients received anti-PD-1 agents (camrelizumab 22, nivolumab 36, pembrolizumab 73, tislelizumab 10, sintilimab 54), and only 9 patients received anti-PD-L1 agents (atezolizumab 4, durvalumab 5). As for the lines of the second-round ICI treatment, 45.1% (92/204) of patients received it as a second line, while 54.9% (112/204) of patients received it as a third or later line. Within which, 178 patients received the second-round ICI treatment without interval treatment, while 26 patients received cytotoxic chemotherapy-based regimens in the interval between two rounds of ICI treatment. ICI-based combination therapies were the major treatment strategy in the second-round ICI treatment (n=189; 92.6%), containing 63 patients combined with chemotherapy, 14 patients with chemotherapy plus radiotherapy, 3 patients with chemotherapy plus radiotherapy and antiangiogenic drugs, 21 patients with chemotherapy plus antiangiogenic drugs, 45 patients with radiotherapy, 15 patients with radiotherapy plus antiangiogenic drugs, and 28 patients with antiangiogenic drugs.

Table 1

The clinical characteristics at the time of ICI-based treatment beyond progression with prior immunotherapy

Clinical characteristic	N=204
Age (years), median [range]	60 [33–85]
ECOG, n (%)
0	101 (49.5)
1	88 (43.1)
≥2	15 (7.4)
Sex, n (%)
Male	157 (77.0)
Female	47 (23.0)
Smoking status, n (%)
Current/former smoker	106 (52.0)
Never smoker	98 (48.0)
Histologic type, n (%)
Adenocarcinoma	123 (60.3)
Squamous cell carcinoma	64 (31.4)
Sarcomatoid carcinoma	6 (2.9)
Lymphoepithelioma-like carcinoma	5 (2.5)
Large cell carcinoma	3 (1.5)
Adenoid cystic carcinoma	2 (1.0)
Mucoepidermoid carcinoma	1 (0.5)
PD-L1 expression, n (%)
<1%	47 (23.0)
1–49%	59 (28.9)
≥50%	46 (22.5)
Unknown	52 (25.5)
Driver gene status, n (%)
Negative	135 (66.2)
Positive	69 (33.8)
The line number of second round ICI treatment, n (%)
2	92 (45.1)
3	68 (33.3)
≥4	44 (21.6)
ICI treatment strategy, n (%)
ICI monotherapy	15 (7.4)
ICI-based combination therapy	189 (92.6)
Other cancer treatments between two rounds of immunotherapy, n (%)
Yes	26 (12.7)
No	178 (87.3)
Best response to prior immunotherapy, n (%)
CR/PR	76 (37.3)
SD/PD	128 (62.7)
Progression-free survival of prior immunotherapy, n (%)
≥6 months	110 (53.9)
<6 months	94 (46.1)

ICI, immune checkpoint inhibitor, ECOG, Eastern Cooperative Oncology Group; PD-L1, programmed death-ligand 1; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease.

Clinical outcomes

Data cutoff date was July 1, 2021. The median follow-up was 15.3 months (14.5–28.0 months) and the median number of cycles of treatment patients received was 7 (range, 1–32). At the end of follow-up, 174 patients encountered disease progression and 103 patients were deceased. The median PFS and OS under second-round ICI-based treatment were 5.0 months (95% CI: 4.5–5.5 months) and 15.7 months (95% CI: 14.7–16.8 months), respectively (). The ORR was 9.3% (CR, n=1; PR, n=18) and DCR was 74.0% (CR + PR + SD, n=151).

Figure 2

Kaplan-Meier curves of PFS (A) and OS (B) of patients with advanced NSCLC who received ICI-based treatment beyond progression with prior immunotherapy. mPFS, median progression-free survival; mOS, median overall survival; NSCLC, non-small cell lung cancer; ICI, immune checkpoint inhibitor.

To identify favorable factors related to treatment response, gene alteration status, smoking status, PD-L1 expression status, the line of ICI-based treatment beyond prior immunotherapy, the treatment efficacy and progression pattern of prior immunotherapy, immunotherapy treatment strategy, treatment insertion between two rounds of immunotherapy, and ECOG score were analyzed. The patients who responded well to prior immunotherapy achieved better survival outcomes than those who responded poorly: mPFS was 7.3 months for patients with complete or partial response (CR/PR) to prior ICI treatment versus 4.3 months for patients with stable or progressive disease (SD/PD) (P<0.0001), while mOS for these patients was 22.8 and 15.7 months, respectively (P<0.0001; ). Patients who achieved CR/PR/SD/PD as the best response to prior ICI treatment had an ORR of 100% (1/1), 6.7% (5/75), 10.1% (8/79), 10.2% (5/49) in the following second round of ICI treatment, respectively (). The median PFS and OS were significantly better in patients who received ICI-based combination treatment compared to ICI monotherapy (mPFS 5.1 vs. 3.3 months, P=0.001; mOS 18.4 vs. 13.7 months, P=0.01; ). The clinical outcomes of patients without driver gene alterations were significantly better than those of patients with it (mPFS 5.5 vs. 3.5 months, P=0.001; mOS 16.1 vs. 13.9 months, P=0.012; ). In addition to the above results, according to the univariate analysis, higher PD-L1 expression (TPS ≥50%) and a better ECOG score (ECOG 0) were also correlated with improved PFS, while longer progression-free survival of prior immunotherapy (≥6 months) was related to better PFS and OS. The results of the multivariate analysis showed that ICI-based combination therapy [PFS: hazard ratio (HR), 0.48, 95% confidence interval (CI): 0.28–0.84, P=0.011] (OS: HR, 0.44, 95% CI: 0.23–0.85, P=0.014), lack of driver gene alterations (PFS: HR, 0.56, 95% CI: 0.40–0.79, P=0.001) (OS: HR, 0.57, 95% CI: 0.37–0.87, P=0.009), and good response (CR/PR) to prior immunotherapy(PFS: HR, 0.36, 95% CI:0.24–0.53, P<0.0001) (OS: HR, 0.31, 95% CI: 0.19–0.52, P<0.0001) were significantly associated with an improved PFS and OS (all P<0.05). In addition, disease progression involving new metastasis (OS: HR, 0.56, 95% CI: 0.37–0.84, P=0.005) was independently associated with favorable OS (P<0.05; ).

Figure 3

Kaplan-Meier curves of PFS and OS by the response to prior immunotherapy. (A,B) The patients who responded well to prior immunotherapy (CR/PR) had better PFS and OS than the patients who response not well (SD/PD) (mPFS 7.3 vs. 4.3 months, P<0.0001; mOS 22.8 vs. 15.7 months, P<0.0001). mPFS, median progression-free survival; mOS, median overall survival; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease.

Figure 4

The objective response rate of the following immunotherapy in patients with different best response to prior immunotherapy [the first column (left) indicates the efficacy of the first round of immunotherapy, while the second column (right) indicates the efficacy of the second round of ICI treatment that was given after prior immunotherapy]. CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease; ICI, immune checkpoint inhibitor.

Figure 5

Kaplan-Meier curves of PFS and OS by treatment strategy of ICI treatment beyond progression with prior immunotherapy. (A,B) The patients who received ICI-based combination therapy achieved more favorable PFS and OS than those of patients who received ICI monotherapy (mPFS 5.1 vs. 3.3 months, P=0.001; mOS 18.4 vs. 13.7 months, P=0.01). mPFS, median progression-free survival; mOS, median overall survival; ICI, immune checkpoint inhibitor.

Figure 6

Kaplan-Meier curves of PFS and OS by driver gene alteration status. (A,B) The patients without gene alterations had better PFS and OS than those of patients with gene alterations (mPFS 5.5 vs. 3.5 months, P=0.001; mOS 16.1 vs. 13.9 months, P=0.012). mPFS, median progression-free survival; mOS, median overall survival.

Table 2

Univariate and multivariate analysis of ICI-based treatment beyond progression with prior immunotherapy in advanced non-small-cell lung cancer

Risk factors	Univariable analysis								Multivariable analysis
	PFS				OS				PFS				OS
	HR	95% CI	P		HR	95% CI	P		HR	95% CI	P		HR	95% CI	P
Driver gene status (negative vs. positive)	0.60	0.44–0.83	0.002		0.60	0.40–0.90	0.012		0.56	0.40–0.79	0.001		0.57	0.37–0.87	0.009
Other treatments between two rounds of immunotherapy (no vs. yes)	0.87	0.55–1.37	0.537		0.75	0.42–1.32	0.319		0.80	0.49–1.32	0.388		0.92	0.50–1.69	0.786
Smoking status (yes vs. no)	0.96	0.71–1.30	0.802		1.22	0.83–1.81	0.312		1.04	0.76–1.43	0.794		1.40	0.93–2.09	0.107
PD-L1 expression (≥50% vs. <50%)	0.61	0.41–0.90	0.013		0.72	0.43–1.19	0.196		0.84	0.55–1.29	0.420		1.02	0.59–1.76	0.957
Best response to prior immunotherapy (CR/PR vs. SD/PD)	0.38	0.27–0.54	<0.0001		0.35	0.22–0.56	<0.0001		0.36	0.24–0.53	<0.0001		0.31	0.19–0.52	<0.0001
Progression-free survival of prior immunotherapy (≥6 vs. <6 months)	0.72	0.53–0.98	0.035		0.58	0.39–0.86	0.007		1.17	0.83–1.66	0.371		0.78	0.51–1.20	0.255
Progression pattern of prior immunotherapy (new metastasis vs. original lesions)	1.05	0.78–1.41	0.763		0.72	0.49–1.06	0.096		0.90	0.66–1.24	0.533		0.56	0.37–0.84	0.005
Second round ICI treatment lines (2 vs. ≥3)	1.12	0.83–1.51	0.45		1.19	0.81–1.76	0.385		1.05	0.76–1.47	0.765		1.01	0.66–1.54	0.966
Second round ICI treatment strategy (combination therapy vs. monotherapy)	0.40	0.23–0.68	0.001		0.46	0.25–0.85	0.012		0.48	0.28–0.84	0.011		0.44	0.23–0.85	0.014
ECOG score (0 vs. ≥1)	0.84	0.72–0.97	0.021		0.83	0.68–1.01	0.064		0.78	0.56–1.10	0.157		0.85	0.57–1.29	0.446

ICI, immune checkpoint inhibitor; PD-L1, programmed death-ligand 1; ECOG, Eastern Cooperative Oncology Group; PFS, progression-free survival; OS, overall survival; HR, hazard ratio; CI, confidence interval; CR, complete response; PR, partial response; SD, stable disease; PD, progressive disease.

The subgroup analysis of different combined treatment modes demonstrated that patients who received the combination treatment modality including chemotherapy exhibited a more favorable trend in PFS and OS versus the chemotherapy-free cohort, although the difference was not statistically significant (mPFS 5.3 vs. 4.6 months, P=0.13; mOS 16.5 vs. 15.2 months, P=0.12; ).

Figure 7

Kaplan-Meier curves of the subgroup analysis regarding PFS and OS of whether combined with chemotherapy among the combination treatment groups. (A,B) The chemotherapy cohort had better PFS and OS than those of the non-chemotherapy cohort (mPFS 5.3 vs. 4.6 months, P=0.13; mOS 16.5 vs. 15.2 months, P=0.12). mPFS, median progression-free survival; mOS, median overall survival; ICI, immune checkpoint inhibitor.

Discussion

The introduction of ICIs has led to a major survival improvement among patients with advanced NSCLC (26), but the role of ICI-based treatment beyond prior immunotherapy remains debatable. Retrospective studies with a small sample size demonstrated a limited efficacy of receiving ICI monotherapy beyond progression after prior immunotherapy (17-24). The prospective study for NSCLC who benefited from prior immunotherapy reported better outcomes brought from ICI combined with targeted therapy beyond progression compared to ICI monotherapy, whereas treatment-related adverse events increased (15). We found a median PFS and OS of 5.0 months (95% CI: 4.5–5.5 months) and 15.7 months (95% CI: 14.7–16.8 months), respectively, in NSCLC patients who received ICI-based treatment after failure in previous immunotherapy, which was better than the data about NSCLC patients receiving salvage chemotherapy after the failure of immunotherapy (5-7). In further analyses, the combined treatment pattern, driver gene negative status, and good response to prior immunotherapy (CR/PR) were proven to be associated with better PFS and OS here.

Retrospective data concerning ICI retreatment following the recovery from the irAE (immune-related adverse event) suggested that survival benefit may occur in patients who had not well treatment response (SD) prior to irAE onset (25). But whether that association exists in the receipt of ICI retreatment after progression is in dispute. This study observed that patients who responded well to prior immunotherapy gained more survival benefits from the following ICI-based treatment. The same phenomenon has been observed in melanoma (27,28). Although the precise mechanism underlying this finding is unknown, a possible explanation may be that patients who respond well to prior immunotherapy develop immune memory cells (29,30), resulting in a quick reconstruction of the immune system when exposed to the next round of immunotherapy.

A synergistic anti-tumor effect of radiotherapy, chemotherapy, and antiangiogenic drugs with immunotherapy has been reported, and it leads to survival improvement (31-33). The current study demonstrated that ICI-based combination treatment therapy achieved higher efficacy over ICI monotherapy even in the context of ICI TBP after prior immunotherapy, and combination with chemotherapy is the main combination modality. Patients who received ICI combination therapy were further divided into two subgroups according to whether chemotherapy was administered, the chemotherapy-contained group experienced longer PFS and OS compared to the chemotherapy-free group. Because of the retrospective nature of this study, it was not possible to further analyze which combination of chemotherapy regimens is more conducive to survival benefits. The intervening chemotherapy administration between two rounds of ICI treatment may sensitize the follow-up ICI treatment according to a real-world study experience focusing on immunotherapy re-challenge (30). But another retrospective study reported that not receiving systemic treatment between the two rounds of ICI treatment was a favorable factor related to better clinical outcomes (34). Our study found that systemic treatment in the interval between the two rounds of immunotherapy was not associated with clinical treatment outcome.

Previous clinical studies have demonstrated that the efficacy of immunotherapy among advanced NSCLC patients with positive driver gene alterations is limited due to an unfavorable microenvironment (35-37). The present study provided evidence that driver gene positive status is also a negative predictor of the efficacy of ICI-based treatment beyond prior immunotherapy. Although PD-L1 expression has been regarded as a stable biomarker to identify patients with advanced NSCLC who benefit from anti-PD-1/PD-L1 therapy (38,39), in the present study, such a relationship was lacking in the context of receiving second-round immunotherapy after the failure of prior immunotherapy.

This study has some limitations. Firstly, more analysis could not be carried out limited by the sample size and retrospective nature of the study. Secondly, information relating to PD-L1 expression was gained at the initial diagnosis. The data on PD-L1 expression before the second round of immunotherapy is lacking. Thirdly, selection bias exists, as subsequent treatment timing and regimes were mainly determined by the attending doctor.

Conclusions

Patients with advanced NSCLC may benefit from ICI-based treatment beyond prior immunotherapy. In addition, ICI-based combination therapy, lack of targetable gene alterations, and good response to prior immunotherapy were found to be important factors associated with survival benefits. Large prospective clinical trials are needed to further confirm these findings.

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