Treatment-related adverse events of combination chemoimmunotherapy versus chemotherapy alone in first-line treatment for non-small cell lung cancer: a systematic review and meta-analysis of randomized clinical trials
Highlight box
Key findings
• Patients receiving combination chemoimmunotherapy had a significantly higher risk of certain toxic symptoms, including vomiting, diarrhea, fatigue, and constipation, as well as pneumonitis.
What is known and what is new?
• Combination chemoimmunotherapy was significantly associated with a higher risk of grade 3 or higher treatment-related adverse events (AEs) and treatment discontinuation and deaths due to treatment-related AEs.
• Combination chemoimmunotherapy was significantly associated with a higher risk of toxic symptoms (vomiting, diarrhea, fatigue, and constipation).
What is the implication, and what should change now?
• The results offer an important reference for clinicians regarding the toxicity of combination chemoimmunotherapy in the management of lung cancer care.
Introduction
Cancer immunotherapy using anti-programmed cell death-1 (PD-1)/programmed death-ligand 1 (PD-L1) antibodies such as nivolumab, pembrolizumab, and atezolizumab, and anti-cytotoxic T-lymphocyte antigen-4 (CTLA-4) antibodies such as ipilimumab has become the mainstay of treatment for patients with advanced or recurrent non-small cell lung cancer (NSCLC). Hence, healthcare professionals need to deepen their understanding not only of its efficacy, but also of its safety and toxicity. In clinical practice, most patients with advanced or recurrent NSCLC are administered immune checkpoint inhibitors (ICIs) as first-line treatment in combination with chemotherapy. Therefore, it is very important to understand the adverse events (AEs) resulting from cancer immunotherapy combined with chemotherapy as first-line treatment, and to explore which toxic symptoms and hematological toxicities may increase with the addition of ICIs compared with conventional chemotherapy alone.
Numerous meta-analyses have addressed AEs in cancer immunotherapy (1-9). However, only a single meta-analysis has specifically examined AEs in NSCLC patients treated with combination chemoimmunotherapy versus chemotherapy alone as first-line therapy (4). This study, however, did not detail which toxic symptoms and hematologic toxicities were more prevalent with the addition of ICIs compared to conventional chemotherapy alone.
We conducted a meta-analysis of randomized clinical trials (RCTs) to investigate AEs resulting from combination chemoimmunotherapy versus chemotherapy alone in the first-line treatment of NSCLC and to determine which toxic symptoms and hematological toxicities are more frequent following the addition of ICIs compared with conventional chemotherapy alone. We present this article in accordance with the PRISMA reporting checklist (available at https://jtd.amegroups.com/article/view/10.21037/jtd-23-1532/rc) (10).
Methods
Literature search and study selection
We searched the PubMed and Scopus databases from the start date to February 18, 2022, to identify potentially relevant studies. The search terms were “non-small cell lung cancer or NSCLC”, “immune checkpoint inhibitor or nivolumab or pembrolizumab or atezolizumab or avelumab or durvalumab or ipilimumab or tremelimumab or cemiplimab”, and “study or trial”.
The inclusion criteria were as follows: (I) published phase II or III RCTs in patients with advanced or recurrent NSCLC; (II) RCTs comparing ICIs + non-ICIs versus non-ICIs as first-line therapy; and (III) data available on the information of treatment-related AEs (any treatment-related AEs, grade 3 or higher treatment-related AEs, details of treatment-related AEs, treatment discontinuation due to treatment-related AEs, and death due to treatment-related AEs). The exclusion criteria were as follows: (I) not chemotherapy alone in the control arm; (II) studies not published in English; and (III) duplicated studies and single-arm phase I or II trials.
Ethical approval and informed consent for study participation were not required because this study is a systematic review and meta-analysis of RCTs.
Data extraction
Two authors (K.T. and F.M.) independently reviewed and extracted data from the published papers, including first author, journal name, year of publication, study ID and name, sample size by histology, experimental and control regimens, number of patients for analysis, the National Cancer Institute Common Terminology Criteria for AEs version, and the information of treatment-related AEs (any treatment-related AEs, grade 3 or higher treatment-related AEs, details of treatment-related AEs, treatment discontinuation due to treatment-related AEs, and death due to treatment-related AEs). With regards to treatment-related AEs, representative clinical symptoms (fatigue, vomiting, nausea, diarrhea, and constipation) and hematological toxicities (anemia, neutropenia, and thrombocytopenia) were included. Furthermore, treatment-related pneumonitis was also included. Any disagreements between the two authors (K.T. and F.M.) were resolved by discussion and agreement.
Statistical analysis
We conducted all statistical analyses using R software (version 3.4.0). All P values were two-sided, and P<0.05 was considered statistically significant. We calculated the relative risks (RRs) and 95% confidence intervals (CIs) based on the data from RCTs. To estimate the pooled RRs and 95% CIs, we employed either common- or random-effects models, depending on the heterogeneity observed among the included studies. Heterogeneity among studies was examined using Cochran Q and I2 statistics (11), and it was considered low, moderate, and high for I2 values <25%, 25–50%, and >50%, respectively (12). When there was obvious heterogeneity among the included studies (I2 value >50%), the random-effects model was used to calculate the pooled RR. Otherwise, the common-effects model was applied (4). We assessed publication bias using funnel plots for any treatment-related AEs, grade 3 or higher treatment-related AEs, treatment discontinuation due to treatment-related AEs, and death due to treatment-related AEs.
Results
Literature search results and patients’ characteristics in the included studies
We identified a total of 5,923 potentially relevant articles from PubMed and Scopus online databases through an initial search strategy. Then, a total of 11 trials involving 6,757 patients was identified after screening and reviewing the titles, abstracts, and full texts. There have been two clinical trials of anti-CTLA-4 ipilimumab, one of which used high-dose ipilimumab (10 mg/kg) (13,14). In this study, toxicity was observed, including seven treatment-related deaths in the ipilimumab 10 mg/kg combined with chemotherapy arm (13). Therefore, high-dose ipilimumab (10 mg/kg) is not used in clinical practice. We excluded the study by Govindan et al. from this meta-analysis (13). Finally, a total of 10 clinical trials involving 6,008 patients was included in this meta-analysis. The flow diagram of the study selection process in this meta-analysis is shown in Figure 1. The patients’ characteristics in the included studies are summarized in Table 1 (14-23).
Table 1
Trial | Study ID | Study | Number of patients for analysis | Histology, number | Experimental arm [number] | Control arm [number] | CTCAE version | |
---|---|---|---|---|---|---|---|---|
Non-squamous | Squamous | |||||||
IMpower130 | NCT02367781 | West et al., Lancet Oncol, 2019, (14) | 705 | 705 | 0 | Atezolizumab + chemotherapy [473] | Chemotherapy [232] | 4 |
IMpower131 | NCT02367794 | Jotte et al., J Thorac Oncol, 2020, (15) | 668 | 0 | 668 | Atezolizumab + chemotherapy [334] | Chemotherapy [334] | 4 |
IMpower132 | NCT02657434 | Nishio et al., J Thorac Oncol, 2021, (16) | 565 | 565 | 0 | Atezolizumab + chemotherapy [291] | Chemotherapy [274] | 4 |
IMpower150 | NCT02366143 | Socinski et al., J Thorac Oncol, 2021, (17) | 787 | 787 | 0 | Atezolizumab + bevacizumab + chemotherapy [393] | Bevacizumab + chemotherapy [394] | 4 |
KEYNOTE-21 | NCT02039674 | Awad et al., J Thorac Oncol, 2021, (18) | 121 | 121 | 0 | Pembrolizumab + Chemotherapy [59] | Chemotherapy [62] | 4 |
KEYNOTE-189 | NCT02578680 | Rodríguez-Abreu et al., Ann Oncol, 2021, (19) | 607 | 607 | 0 | Pembrolizumab + chemotherapy [405] | Placebo + chemotherapy [202] | 4 |
KEYNOTE-407 | NCT02775435 | Paz-Ares et al., J Thorac Oncol, 2020, (20) | 558 | 0 | 558 | Pembrolizumab + chemotherapy [278] | Placebo + chemotherapy [280] | 4 |
TASUKI-52 | NCT03117049 | Sugawara et al., Ann Oncol, 2021, (21) | 548 | 548 | 0 | Nivolumab + bevacizumab + chemotherapy [273] | Placebo + bevacizumab + chemotherapy [275] | 4 |
CheckMate 227 | NCT02477826 | Paz-Ares et al., J Thorac Oncol, 2022, (22) | 742 | NA | NA | Nivolumab + chemotherapy [172] | Chemotherapy [570] | 4 |
CheckMate 9LA | NCT03215706 | Reck et al., ESMO Open, 2021, (23) | 707 | NA | NA | Nivolumab + ipilimumab + chemotherapy [358] | Chemotherapy [349] | 4 |
RCT, randomized clinical trial; CTCAE, Common Terminology Criteria for Adverse Events; NA, not available.
Summary of toxic events
In previous clinical trials including a trial of ipilimumab, combination chemoimmunotherapy was not significantly associated with a higher risk of any treatment-related AEs (RR: 1.03; 95% CI: 1.00–1.06; P=0.0803), but it was significantly associated with a higher risk of grade 3 or higher treatment-related AEs (RR: 1.21; 95% CI: 1.12–1.32; P<0.0001), treatment discontinuation due to treatment-related AEs (RR: 1.80; 95% CI: 1.45–2.24; P<0.0001), and death due to treatment-related AEs compared with chemotherapy alone (RR: 1.54; 95% CI: 1.06–2.24; P=0.0225) (Table 2).
Table 2
Treatment-related AEs | Number of studies | Effect estimate | Heterogeneity | |||
---|---|---|---|---|---|---|
RR (95% CI) | P value | P value | I2 (%) | |||
Any treatment-related AEs | 9 | 1.03 (1.00–1.06) | 0.0803 | <0.0001 | 82.0 | |
Treatment-related AEs ≥ grade 3 | 10 | 1.21 (1.12–1.32) | <0.0001 | 0.0008 | 68.3 | |
Treatment discontinuation due to treatment-related AEs | 9 | 1.80 (1.45–2.24) | <0.0001 | 0.0014 | 68.3 | |
Deaths due to treatment-related AEs | 10 | 1.54 (1.06–2.24) | 0.0225 | 0.9438 | 0.0 |
RR, relative risk; AEs, adverse events; CI, confidence interval.
In previous clinical trials excluding a trial using ipilimumab, the results were almost identical (any treatment-related AEs, RR: 1.03; 95% CI: 0.99–1.06; P=0.1280; grade 3 or higher treatment-related AEs, RR: 1.21; 95% CI: 1.10–1.32; P<0.0001; treatment discontinuation due to treatment-related AEs, RR: 1.71; 95% CI: 1.38–2.12; P<0.0001; death due to treatment-related AEs, RR: 1.58; 95% CI: 1.06–2.35; P=0.0243) (Table S1).
Toxic symptoms
In previous clinical trials including a trial using ipilimumab, the risk of three toxic symptoms (all-grades) was significantly higher in the combination chemoimmunotherapy group compared with the chemotherapy alone group, as follows: vomiting (RR: 1.16; 95% CI: 1.00–1.35; P=0.0499), diarrhea (RR: 1.36; 95% CI: 1.20–1.55; P<0.0001), and constipation (RR: 1.15; 95% CI: 1.01–1.31; P=0.0307) (Table 3). In addition, patients receiving combination chemoimmunotherapy had a significantly higher risk of two grade 3 or higher toxic symptoms compared with patients receiving chemotherapy alone, as follows: fatigue (RR: 1.67; 95% CI: 1.19–2.35; P=0.0028) and diarrhea (RR: 1.76; 95% CI: 1.20–2.57; P=0.0036) (Table 3).
Table 3
Treatment-related AEs | Number of studies | Effect estimate | Heterogeneity | |||
---|---|---|---|---|---|---|
RR (95% CI) | P value | P value | I2 (%) | |||
Representative clinical symptoms (all-grade) | ||||||
Fatigue | 8 | 1.12 (0.96–1.30) | 0.1494 | 0.0443 | 51.4 | |
Vomiting | 7 | 1.16 (1.00–1.35) | 0.0499 | 0.2397 | 24.8 | |
Nausea | 8 | 1.03 (0.91–1.15) | 0.6636 | 0.0419 | 52.0 | |
Diarrhea | 8 | 1.36 (1.20–1.55) | <0.0001 | 0.2418 | 23.5 | |
Constipation | 8 | 1.15 (1.01–1.31) | 0.0307 | 0.3567 | 9.5 | |
Representative hematological toxicities (all-grade) | ||||||
Anemia | 8 | 0.92 (0.80–1.07) | 0.2956 | 0.0001 | 76.2 | |
Neutropenia | 7 | 1.07 (0.90–1.26) | 0.4614 | 0.0111 | 63.7 | |
Thrombocytopenia | 4 | 1.13 (0.98–1.30) | 0.0982 | 0.3954 | 0.0 | |
Representative clinical symptoms (≥ grade 3) | ||||||
Fatigue | 7 | 1.67 (1.19–2.35) | 0.0028 | 0.1600 | 35.1 | |
Vomiting | 6 | 1.00 (0.59–1.69) | 0.9879 | 0.5392 | 0.0 | |
Nausea | 7 | 1.42 (0.89–2.29) | 0.1452 | 0.8152 | 0.0 | |
Diarrhea | 7 | 1.76 (1.20–2.57) | 0.0036 | 0.3374 | 12.1 | |
Constipation | 7 | 0.82 (0.32–2.11) | 0.6751 | 0.7400 | 0.0 | |
Representative hematological toxicities (≥ grade 3) | ||||||
Anemia | 7 | 0.99 (0.87–1.14) | 0.9323 | <0.0001 | 78.8 | |
Neutropenia | 7 | 1.08 (0.95–1.23) | 0.2208 | 0.2379 | 25.0 | |
Thrombocytopenia | 4 | 1.24 (0.94–1.64) | 0.1307 | 0.9132 | 0.0 |
RR, relative risk; AEs, adverse events; CI, confidence interval.
In previous clinical trials excluding a trial using ipilimumab, the results were almost identical except for grade 3 or higher diarrhea, as follows: all-grade vomiting (RR: 1.22; 95% CI: 1.04–1.44; P=0.0158), all-grade diarrhea (RR: 1.31; 95% CI: 1.14–1.50; P<0.0001), all-grade constipation (RR: 1.20; 95% CI: 1.05–1.38; P=0.0066), and grade 3 or higher fatigue (RR: 1.53; 95% CI: 1.08–2.17; P=0.0162) (Table S2).
Hematological toxicities
In previous clinical trials including a trial using ipilimumab, no statistically significant differences were found between the combination chemoimmunotherapy group and the chemotherapy alone group for three hematological toxicities (all-grade and grade 3 or higher): anemia, neutropenia, and thrombocytopenia (Table 3).
In previous clinical trials excluding a trial using ipilimumab, the results were almost identical, although the combination chemoimmunotherapy group had a significantly higher risk of all-grade neutropenia than the chemotherapy alone group (RR: 1.12; 95% CI: 1.01–1.23; P=0.0297) (Table S2).
Pneumonitis
Data of treatment-related pneumonitis were not available for the clinical trial using ipilimumab. The combination chemoimmunotherapy group had a significantly higher risk of all-grade and grade 3 or higher pneumonitis than the chemotherapy alone group (all-grade, RR: 3.67; 95% CI: 2.49–5.42; P<0.0001; grade 3 or higher, RR: 1.89; 95% CI: 1.09–3.29; P=0.0234) (Table 4).
Table 4
Treatment-related pneumonitis | Number of studies | Effect estimate | Heterogeneity | |||
---|---|---|---|---|---|---|
RR (95% CI) | P value | P value | I2 (%) | |||
Pneumonitis (all-grade) | 7 | 3.67 (2.49–5.42) | <0.0001 | 0.5248 | 0.0 | |
Pneumonitis (≥ grade 3) | 6 | 1.89 (1.09–3.29) | 0.0234 | 0.6776 | 0.0 |
RR, relative risk; CI, confidence interval.
Publication bias
The funnel plots showed some asymmetry, indicating that evidence of publication bias for the RRs of any treatment-related AEs, grade 3 or higher treatment-related AEs, treatment discontinuation due to treatment-related AEs, and death due to treatment-related AEs might exist (Figures S1,S2).
Discussion
The addition of ICIs to chemotherapy regimens may increase the incidence of immune-related AEs. However, the specific toxic symptoms and hematological toxicities that occur more frequently with ICIs, as compared to conventional chemotherapy alone, remain unclear. In our meta-analysis, the combination chemoimmunotherapy was significantly associated with a higher risk of grade 3 or higher treatment-related AEs, treatment discontinuation due to treatment-related AEs, and death due to treatment-related AEs, compared to chemotherapy alone. Furthermore, patients on combination chemoimmunotherapy were at a significantly greater risk of certain toxic symptoms (all-grade: vomiting, diarrhea, and constipation; high-grade: fatigue and diarrhea) than those on chemotherapy alone. However, no statistically significant differences were found between the combination chemoimmunotherapy group and the chemotherapy alone group for hematological toxicities (all-grade and grade 3 or higher).
Several previous meta-analyses showed that cancer immune monotherapy was significantly associated with a lower risk of treatment-related AEs than conventional chemotherapy in patients with cancers such as NSCLC (1,2). Although there are several treatment options for first-line therapy in the management of NSCLC without oncogenic driver alterations, including ICI monotherapy, combination chemoimmunotherapy, and chemotherapy alone, the previous and current meta-analyses indicated that patients treated with combination chemoimmunotherapy had the highest risk of treatment-related AEs among patients treated with ICI monotherapy, combination chemoimmunotherapy, and chemotherapy alone (1,2). The current study showed that combination chemoimmunotherapy was significantly associated with a higher risk of not only grade 3 or higher treatment-related AEs, but also treatment discontinuation due to treatment-related AEs and death due to treatment-related AEs than chemotherapy alone. Therefore, although many patients with advanced or recurrent NSCLC might be administered combination chemoimmunotherapy as a first-line therapy based on the results of many RCTs, the above findings should be considered when determining a treatment regimen (13-23).
With regards to treatment-related AEs, representative clinical symptoms (fatigue, vomiting, nausea, diarrhea, and constipation) and hematological toxicities (anemia, neutropenia, and thrombocytopenia) were included in this study, and our results indicated that the addition of ICIs to chemotherapy increased the incidence of gastrointestinal symptoms. These clinical symptoms are observed not only in patients treated with conventional chemotherapy but also in patients administered cancer immune monotherapy (1,2). Cancer immunotherapy can also cause specific AEs such as gastrointestinal and endocrine issues, so-called “immune-related AEs”, which are often accompanied by gastrointestinal symptoms. Thus, gastrointestinal symptoms such as vomiting, diarrhea, and constipation are likely to increase. These clinical symptoms can affect the quality of life of patients with cancer (24,25). Therefore, we need to be attentive to the appearance of such gastrointestinal symptoms and manage them appropriately. According to the above, concomitant use of probiotics may be effective in reducing AEs in cancer patients undergoing cancer immunotherapy. Regarding probiotics, several reports have focused on probiotics in relation to the therapeutic efficacy of cancer immunotherapy (26,27), and probiotics may be a critical drug in both increasing therapeutic efficacy and reducing AEs.
In this meta-analysis, the combination chemoimmunotherapy group had a significantly higher risk of all-grade and grade 3 or higher pneumonitis than the chemotherapy alone group. This difference might be due to pneumonitis as an immune-related AE. Pneumonitis as an immune-related AE is one of the most alarming AEs for clinicians who use ICIs because it can sometimes be fatal. Therefore, as mentioned above, we should pay attention not only to gastrointestinal symptoms but also to respiratory symptoms.
The current meta-analysis had several limitations. First, this meta-analysis was based on the results of RCTs; patients enrolled in RCTs have clinical characteristics that differ from those in actual clinical practice. Indeed, even patients with a relatively poor general condition who receive cancer immunotherapy as a first-line therapy may be treated in clinical practice. Therefore, the patient selection process in the RCTs assessed in this meta-analysis may have biased the analysis. Second, this meta-analysis did not use patient-level data. The standard treatment for patients with NSCLC expressing high PD-L1 is cancer immunotherapy, and not chemotherapy. Therefore, not only the efficacy but also the safety profile of cancer immunotherapy according to PD-L1 expression is very important. However, we could not obtain safety profile data according to PD-L1 expression from published papers and could not conduct the analysis. Moreover, data on the association between individual AEs and treatment efficacy could not be obtained from the published papers and we could not conduct the analysis, although we would like to analyze the association. These issues will be addressed in future work. Third, the RR analysis of treatment-related AEs in this meta-analysis showed heterogeneity among the studies. Therefore, when heterogeneity between the studies was evident, a random-effects model was used to minimize this and RRs were calculated. Fourth, in this meta-analysis, we only integrated the results of a mere 10 clinical trials, and if we exclude anti-CTLA-4 antibody, it comes down to nine trials. While differences in drugs such as anti-PD-1 antibody and anti-PD-L1 antibody may affect the outcomes, the number of trials would be further reduced when conducting the analysis, so we have only analyzed the combined data of anti-PD-1 and anti-PD-L1 antibodies this time. It has been reported that there are particularly differences in the incidence rates of drug-induced pneumonitis between anti-PD-1 antibody and anti-PD-L1 antibody, so caution is needed when interpreting the results (3).
There are other similar meta-analyses focusing on other tumor types. For example, with regards to esophageal cancer, several meta-analyses investigated the safety of ICIs plus chemotherapy versus chemotherapy alone as a first-line treatment in advanced esophageal cancer (28,29). Li et al. showed that the incidence of grade 3 or higher treatment-related AEs was 60.4% with ICIs plus chemotherapy and 56.3% with chemotherapy alone (odds ratio: 1.19; 95% CI: 0.90–1.57) (28), while Lu et al. revealed that PD-1 inhibitor plus chemotherapy had a significantly higher incidence of treatment-related AEs (odds ratio: 1.85; P<0.01), but there was no significant difference in grade 3 or higher treatment-related AEs (odds ratio: 1.24; P=0.05) (29).
Conclusions
In our meta-analysis focusing on NSCLC, there were obvious differences in the safety between the chemoimmunotherapy combination therapy group and the chemotherapy alone group. These results provide an important reference for the toxicity of chemoimmunotherapy combination therapy when managing lung cancer treatment.
Acknowledgments
We thank H. Nikki March, PhD, from Edanz (https://jp.edanz.com/ac) for editing a draft of this manuscript. This study was presented at IASLC 2022 Asia Conference on Lung Cancer in October 2022.
Funding: None.
Footnote
Reporting Checklist: The authors have completed the PRISMA reporting checklist. Available at https://jtd.amegroups.com/article/view/10.21037/jtd-23-1532/rc
Peer Review File: Available at https://jtd.amegroups.com/article/view/10.21037/jtd-23-1532/prf
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://jtd.amegroups.com/article/view/10.21037/jtd-23-1532/coif). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.
Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
References
- Nishijima TF, Shachar SS, Nyrop KA, et al. Safety and Tolerability of PD-1/PD-L1 Inhibitors Compared with Chemotherapy in Patients with Advanced Cancer: A Meta-Analysis. Oncologist 2017;22:470-9. [Crossref] [PubMed]
- Luo W, Wang Z, Tian P, et al. Safety and tolerability of PD-1/PD-L1 inhibitors in the treatment of non-small cell lung cancer: a meta-analysis of randomized controlled trials. J Cancer Res Clin Oncol 2018;144:1851-9. [Crossref] [PubMed]
- Pillai RN, Behera M, Owonikoko TK, et al. Comparison of the toxicity profile of PD-1 versus PD-L1 inhibitors in non-small cell lung cancer: A systematic analysis of the literature. Cancer 2018;124:271-7. [Crossref] [PubMed]
- Zhou Y, Chen C, Zhang X, et al. Immune-checkpoint inhibitor plus chemotherapy versus conventional chemotherapy for first-line treatment in advanced non-small cell lung carcinoma: a systematic review and meta-analysis. J Immunother Cancer 2018;6:155. [Crossref] [PubMed]
- Sun X, Roudi R, Dai T, et al. Immune-related adverse events associated with programmed cell death protein-1 and programmed cell death ligand 1 inhibitors for non-small cell lung cancer: a PRISMA systematic review and meta-analysis. BMC Cancer 2019;19:558. [Crossref] [PubMed]
- Wang Y, Zhou S, Yang F, et al. Treatment-Related Adverse Events of PD-1 and PD-L1 Inhibitors in Clinical Trials: A Systematic Review and Meta-analysis. JAMA Oncol 2019;5:1008-19. [Crossref] [PubMed]
- Magee DE, Hird AE, Klaassen Z, et al. Adverse event profile for immunotherapy agents compared with chemotherapy in solid organ tumors: a systematic review and meta-analysis of randomized clinical trials. Ann Oncol 2020;31:50-60. [Crossref] [PubMed]
- Wang M, Liang H, Wang W, et al. Immune-related adverse events of a PD-L1 inhibitor plus chemotherapy versus a PD-L1 inhibitor alone in first-line treatment for advanced non-small cell lung cancer: A meta-analysis of randomized control trials. Cancer 2021;127:777-86. [Crossref] [PubMed]
- Zhou X, Yao Z, Bai H, et al. Treatment-related adverse events of PD-1 and PD-L1 inhibitor-based combination therapies in clinical trials: a systematic review and meta-analysis. Lancet Oncol 2021;22:1265-74. [Crossref] [PubMed]
- Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. PLoS Med 2021;18:e1003583. [Crossref] [PubMed]
- Higgins JP, Thompson SG, Deeks JJ, et al. Measuring inconsistency in meta-analyses. BMJ 2003;327:557-60. [Crossref] [PubMed]
- DerSimonian R, Laird N. Meta-analysis in clinical trials. Control Clin Trials 1986;7:177-88. [Crossref] [PubMed]
- Govindan R, Szczesna A, Ahn MJ, et al. Phase III Trial of Ipilimumab Combined With Paclitaxel and Carboplatin in Advanced Squamous Non-Small-Cell Lung Cancer. J Clin Oncol 2017;35:3449-57. [Crossref] [PubMed]
- West H, McCleod M, Hussein M, et al. Atezolizumab in combination with carboplatin plus nab-paclitaxel chemotherapy compared with chemotherapy alone as first-line treatment for metastatic non-squamous non-small-cell lung cancer (IMpower130): a multicentre, randomised, open-label, phase 3 trial. Lancet Oncol 2019;20:924-37. [Crossref] [PubMed]
- Jotte R, Cappuzzo F, Vynnychenko I, et al. Atezolizumab in Combination With Carboplatin and Nab-Paclitaxel in Advanced Squamous NSCLC (IMpower131): Results From a Randomized Phase III Trial. J Thorac Oncol 2020;15:1351-60. [Crossref] [PubMed]
- Nishio M, Barlesi F, West H, et al. Atezolizumab Plus Chemotherapy for First-Line Treatment of Nonsquamous NSCLC: Results From the Randomized Phase 3 IMpower132 Trial. J Thorac Oncol 2021;16:653-64. [Crossref] [PubMed]
- Socinski MA, Nishio M, Jotte RM, et al. IMpower150 Final Overall Survival Analyses for Atezolizumab Plus Bevacizumab and Chemotherapy in First-Line Metastatic Nonsquamous NSCLC. J Thorac Oncol 2021;16:1909-24. [Crossref] [PubMed]
- Awad MM, Gadgeel SM, Borghaei H, et al. Long-Term Overall Survival From KEYNOTE-021 Cohort G: Pemetrexed and Carboplatin With or Without Pembrolizumab as First-Line Therapy for Advanced Nonsquamous NSCLC. J Thorac Oncol 2021;16:162-8. [Crossref] [PubMed]
- Rodríguez-Abreu D, Powell SF, Hochmair MJ, et al. Pemetrexed plus platinum with or without pembrolizumab in patients with previously untreated metastatic nonsquamous NSCLC: protocol-specified final analysis from KEYNOTE-189. Ann Oncol 2021;32:881-95. [Crossref] [PubMed]
- Paz-Ares L, Vicente D, Tafreshi A, et al. A Randomized, Placebo-Controlled Trial of Pembrolizumab Plus Chemotherapy in Patients With Metastatic Squamous NSCLC: Protocol-Specified Final Analysis of KEYNOTE-407. J Thorac Oncol 2020;15:1657-69. [Crossref] [PubMed]
- Sugawara S, Lee JS, Kang JH, et al. Nivolumab with carboplatin, paclitaxel, and bevacizumab for first-line treatment of advanced nonsquamous non-small-cell lung cancer. Ann Oncol 2021;32:1137-47. [Crossref] [PubMed]
- Paz-Ares LG, Ramalingam SS, Ciuleanu TE, et al. First-Line Nivolumab Plus Ipilimumab in Advanced NSCLC: 4-Year Outcomes From the Randomized, Open-Label, Phase 3 CheckMate 227 Part 1 Trial. J Thorac Oncol 2022;17:289-308. [Crossref] [PubMed]
- Reck M, Ciuleanu TE, Cobo M, et al. First-line nivolumab plus ipilimumab with two cycles of chemotherapy versus chemotherapy alone (four cycles) in advanced non-small-cell lung cancer: CheckMate 9LA 2-year update. ESMO Open 2021;6:100273. [Crossref] [PubMed]
- Bacon CG, Giovannucci E, Testa M, et al. The association of treatment-related symptoms with quality-of-life outcomes for localized prostate carcinoma patients. Cancer 2002;94:862-71. [Crossref] [PubMed]
- Butler L, Bacon M, Carey M, et al. Determining the relationship between toxicity and quality of life in an ovarian cancer chemotherapy clinical trial. J Clin Oncol 2004;22:2461-8. [Crossref] [PubMed]
- Tomita Y, Ikeda T, Sakata S, et al. Association of Probiotic Clostridium butyricum Therapy with Survival and Response to Immune Checkpoint Blockade in Patients with Lung Cancer. Cancer Immunol Res 2020;8:1236-42. [Crossref] [PubMed]
- Takada K, Shimokawa M, Takamori S, et al. Clinical impact of probiotics on the efficacy of anti-PD-1 monotherapy in patients with nonsmall cell lung cancer: A multicenter retrospective survival analysis study with inverse probability of treatment weighting. Int J Cancer 2021;149:473-82. [Crossref] [PubMed]
- Li D, Tang L, Hu J, et al. Immune checkpoint inhibitors' combination therapy as first-line treatment in advanced esophageal squamous cell carcinoma: a meta-analysis. J Cancer Res Clin Oncol 2023;149:933-9. [Crossref] [PubMed]
- Lu Y, Xu M, Guan L, et al. PD-1 Inhibitor Plus Chemotherapy Versus Chemotherapy as First-line Treatment for Advanced Esophageal Cancer: A Systematic Review and Meta-Analysis. J Immunother 2022;45:243-53. [Crossref] [PubMed]