This secondary analysis of a randomized clinical trial examines the association between immune-related adverse events and recurrence-free survival among patients with high-risk stage III melanoma who were treated with pembrozimulab therapy or placebo in the EORTC 1325/KEYNOTE-054 study.
Key Points
Question
Are immune-related adverse events associated with recurrence-free survival in patients with high-risk stage III melanoma treated with pembrolizumab therapy compared with placebo?
Findings
In this secondary analysis of a randomized clinical trial of 1019 adults with stage III melanoma, the occurrence of an immune-related adverse event was associated with longer recurrence-free survival among both men and women in the pembrolizumab arm. However, in the placebo arm, this association was not significant.
Meaning
These findings suggest that the occurrence of an immune-related adverse event is an indicator of pembrolizumab activity in patients with high-risk stage III melanoma.
Abstract
Importance
Whether immune-related adverse events (irAEs) indicate drug activity in patients treated with immune checkpoint inhibitors remains unknown.
Objective
To investigate the association between irAEs and recurrence-free survival (RFS) in the double-blind EORTC 1325/KEYNOTE-054 clinical trial comparing pembrolizumab therapy and placebo for the treatment of patients with high-risk stage III melanoma.
Design, Setting, and Participants
A total of 1019 adults with stage III melanoma were randomly assigned on a 1:1 ratio to receive treatment with pembrolizumab therapy or placebo. Eligible patients were adults 18 years and older with complete resection of cutaneous melanoma metastatic to lymph nodes, classified with stage IIIA (at least 1 micrometastasis measuring >1 mm in greatest diameter), IIIB, or IIIC (without in-transit metastasis) cancer. Patients were randomized from August 26, 2015, to November 14, 2016. The clinical cutoff for the data set was October 2, 2017. Analyses were then performed on the database, which was locked on November 28, 2017.
Interventions
Participants were scheduled to receive 200 mg of pembrolizumab or placebo every 3 weeks for a total of 18 doses for approximately 1 year or until disease recurrence, unacceptable toxic effects, major protocol violation, or withdrawal of consent.
Main Outcomes and Measures
The association between irAEs and RFS was estimated using a Cox model adjusted for sex, age, and AJCC-7 stage, with a time-varying covariate that had a value of 0 before irAE onset and 1 after irAE onset.
Results
Of 1011 patients who began treatment with pembrolizumab therapy or placebo, 622 (61.5%) were men and 389 (38.5%) were women; 386 patients (38.2%) were aged 50 to 64 years, 377 (37.3%) were younger than 50 years, and 248 (24.5%) were 65 years and older. Consistent with the reported main analysis in the intent-to-treat population, RFS was longer in the pembrolizumab arm compared with the placebo arm (hazard ratio [HR], 0.56; 98.4% CI, 0.43-0.74) among patients who started treatment. The incidence of irAEs was 190 (37.4%) in the pembrolizumab arm (n = 509) and 45 (9.0%) in the placebo arm (n = 502); in each treatment group, the incidence was similar for men and women. The occurrence of an irAE was associated with a longer RFS in the pembrolizumab arm (HR, 0.61; 95% CI, 0.39-0.95; P = .03) in both men and women. However, in the placebo arm, this association was not significant. Compared with the placebo arm, the reduction in the hazard of recurrence or death in the pembrolizumab arm was greater after the onset of an irAE than without or before an irAE (HR, 0.37; 95% CI, 0.24-0.57 vs HR, 0.61; 95% CI, 0.49-0.77, respectively; P = .03).
Conclusions and Relevance
In this study, the occurrence of an irAE was associated with a longer RFS in the pembrolizumab arm.
Trial Registrations
ClinicalTrials.gov identifier: NCT02362594; EudraCT identifier: 2014-004944-37
Introduction
Immune-related adverse events (irAEs) are commonly observed in patients treated with immunotherapies that include immune checkpoint inhibitors (ICIs), such as anti–CTLA-4 (anti-cytotoxic T-lymphocyte–associated protein 4) and anti–PD-L1 (anti–programmed cell death ligand 1).1,2,3,4 Adverse events (AEs) related to autoimmunity have also been recognized in the context of treatments with other agents, such as interleukin-25,6 and interferon.7,8,9
An association between irAEs and improved outcomes of patients treated with ICIs has been reported for both anti–CTLA-4 and anti–PD-1 (anti–programmed cell death 1), mostly in the context of melanoma10,11,12,13 and lung cancer.14,15 However, it remains uncertain whether these observations can be explained by the role of irAEs as an indicator of drug activity. These associations reported in advanced disease require validation in larger studies with prospectively collected data and a control group of patients who are not treated with ICIs. Furthermore, adequate statistical methods should be used, as a simple comparison of patients with and without irAEs is subject to bias and may produce spurious conclusions because patients who die or experience disease progression have a shorter follow-up period and less treatment exposure than those who do not.8,16 In addition, little is known regarding the impact of sex on the association between irAEs and outcomes of patients treated with ICIs; sex is a factor that has been reported to be associated with outcomes of patients treated with ICIs.17
The EORTC 1325/KEYNOTE-054 (EORTC 1325/KN-054) clinical trial demonstrated that treatment with adjuvant pembrolizumab therapy, compared with placebo, prolonged recurrence-free survival (RFS) in patients with stage III melanoma.18 In this study, we investigated the association between irAEs and RFS in the EORTC 1325/KN-054 clinical trial. We performed separate analyses by treatment and sex and investigated the influence of systemic steroid use on the outcome. The trial protocol is available in Supplement 1.
Methods
Patients
Details of the inclusion criteria and study design have been previously reported.18 In brief, patients 18 years and older with completely resected histologically confirmed cutaneous melanoma metastatic to regional lymph nodes were eligible to participate in the EORTC 1325/KN-054 clinical trial. Patients had either stage IIIA (those with category N1a or N2a had to have at least 1 micrometastasis measuring >1 mm in greatest diameter), IIIB, or IIIC (excluding those with in-transit metastasis) disease according to the 2009 classification in AJCC Cancer Staging Manual, 7th edition (AJCC-7).14,19 Complete regional lymphadenectomy was required within 13 weeks before the start of treatment. Exclusion criteria included having an Eastern Cooperative Oncology Group performance-status score of more than 1, an autoimmune disease, uncontrolled infections, systemic corticosteroid use, and previous systemic therapy for melanoma.
Study Design and Randomization
Patients were randomly assigned on a 1:1 ratio to receive either an intravenous infusion of 200 mg of pembrolizumab therapy or placebo every 3 weeks for a total of 18 doses (approximately 1 year) or until disease recurrence, unacceptable toxic effects, major protocol violation, or withdrawal of consent. Registration was conducted centrally at the European Organisation for Research and Treatment of Cancer (EORTC) headquarters. Randomization was stratified by the patient’s cancer stage (stage IIIA, IIIB, or IIIC with 1-3 positive lymph nodes or stage IIIC with >3 positive lymph nodes) and geographic region (17 regions, each comprising 1-3 countries). Only the local pharmacists were aware of trial-group assignments, whereas the clinical investigators, patients, and individuals collecting or analyzing the data were not. The study was approved by independent ethics committees of all participating institutions (eTable 7 in Supplement 2) and conducted in accordance with the Declaration of Helsinki20 and the Guideline for Good Clinical Practice.21 All patients provided written informed consent.
The primary end point of the clinical trial was RFS. Patients were randomized from August 26, 2015, to November 14, 2016. The clinical cutoff for the data set was October 2, 2017. Analyses were then performed on the database, which was locked on November 28, 2017.
Assessment
Computed tomography and/or magnetic resonance imaging was performed every 12 weeks for the first 2 years, every 6 months through year 5, and annually thereafter. Recurrence or metastatic lesions had to be histologically confirmed whenever possible. Recurrence-free survival was defined as the time from randomization until the date of first recurrence (local, regional, or distant metastasis) or death from any cause. For patients without any RFS event (recurrence or death), the follow-up was censored at the last disease evaluation.
The severity of AEs was graded according to the National Cancer Institute’s Common Terminology Criteria for Adverse Events, version 4.0. The irAE terms were predefined in the study and were AEs that appeared to be associated with the mechanism of action of pembrolizumab. The following 3 groups of irAEs were considered: (1) any irAE (endocrine AE, pneumonitis/interstitial lung disease, sarcoidosis, vitiligo, severe skin reaction, colitis, pancreatitis, hepatitis, nephritis, uveitis, myositis, or myocarditis); (2) endocrine AE (hypothyroidism, hyperthyroidism, thyroiditis, hypophysitis, type 1 diabetes, or adrenal insufficiency); and (3) vitiligo. The irAEs were reported between the start of treatment and 30 days after the last dose of treatment for all AEs and 90 days after the last dose of treatment for serious AEs.
Statistical Methods
The standard Cox model, stratified by cancer stage as provided at the time of randomization, was used to compare placebo to pembrolizumab therapy among patients who started the treatment.22 Cox models, which included a time-varying covariate that had a value of 0 before the irAE onset and 1 after the irAE onset, were used to estimate the association between the occurrence of irAEs and RFS (for patients who did not experience any irAE, this covariate had a value of 0 during the entire follow-up period). Two models were fitted. Model 1 included the treatment indicator, the time-varying irAEs indicator, and the interaction term between these 2 variables. This model was used to estimate the hazard ratios (HRs) and 95% CIs for RFS associated with the occurrence of an irAE in the pembrolizumab and placebo arms. The difference in the association of irAEs and RFS between the 2 arms (ie, the difference between the 2 HRs) was investigated by testing whether the interaction term in the model was significantly different from 0. Model 2 included only the treatment indicator and the product of the treatment indicator and the time-varying irAEs indicator, and this model was used to estimate the HR for the randomized treatment in the presence and absence of irAEs. All models studying the effect of irAEs were adjusted for AJCC-7 stage provided at randomization (stage IIIA, IIIB, or IIIC with 1-3 positive lymph nodes and stage IIIC with >3 positive lymph nodes), sex, and age (<50, 50-64, and ≥65 years).
In addition, the influence of steroid use on the study conclusions was investigated by adding the product of the treatment indicator, the time-varying irAE indicator, and the time-varying steroid indicator to the model. Steroid use was modeled using a time-varying covariate that had a value of 1 after day 30 of systemic steroid use and a value of 0 by day 30 (and for patients who did not receive any systemic steroids). In the sensitivity analysis, we replaced the 30-day threshold with 14 days. No evidence of nonproportional hazards was found in any of the models.
The Aalen-Johansen estimator was used to estimate the cumulative incidence of an on-study irAE from the start of treatment.23 The Fine and Gray model was used to investigate the effect of treatment on the incidence of irAEs.23 A model that included the treatment arm, the covariate of interest, and the interaction term was used to test the difference in the effect of treatment on the incidence of irAEs between subgroups and to estimate the subdistribution HR within each subgroup. The earliest of the last date of treatment plus 91 days and the date of death was used as the date of a competing event.
All analyses were 2-sided with a significance threshold of P = .05 and were performed using SAS software, version 9.4 (SAS Institute).
Results
Among 1019 randomized patients, 1011 commenced treatment as allocated by randomization and were included in this analysis (Figure 1). Of those, 622 patients (61.5%) were men and 389 (38.5%) were women; 386 patients (38.2%) were aged 50 to 64 years, 377 (37.3%) were younger than 50 years, and 248 (24.5%) were 65 years and older. The characteristics of these 1011 patients were well balanced in the 2 treatment groups (Table 1). The median follow-up was 15 months (interquartile range, 13-17 months).
Figure 1. CONSORT Diagram.
Table 1. Characteristics of Patients Who Started Treatment.
| Characteristic | Treatment Arm, No. (%)a | |
|---|---|---|
| Pembrolizumab (n = 509) | Placebo (n = 502) | |
| Sex | ||
| Male | 320 (62.9) | 302 (60.2) |
| Female | 189 (37.1) | 200 (39.8) |
| Age, y | ||
| <50 | 192 (37.7) | 185 (36.9) |
| 50-64 | 193 (37.9) | 193 (38.4) |
| ≥65 | 124 (24.4) | 124 (24.7) |
| BMI | ||
| <25 | 154 (30.3) | 182 (36.3) |
| 25-29.9 | 222 (43.6) | 194 (38.6) |
| ≥30 | 121 (23.8) | 123 (24.5) |
| Unknown | 12 (2.4) | 3 (0.6) |
| AJCC-7 stage at randomization | ||
| III A | 80 (15.7) | 80 (15.9) |
| III B | 233 (45.8) | 228 (45.4) |
| III C (1-3 LN+) | 95 (18.7) | 92 (18.3) |
| III C (>3 LN+) | 101 (19.8) | 102 (20.3) |
| AJCC-7 stage at baseline | ||
| III A | 77 (15.1) | 76 (15.1) |
| III B | 236 (46.4) | 230 (45.8) |
| III C (1-3 LN+) | 87 (17.1) | 94 (18.7) |
| III C (>3 LN+) | 109 (21.4) | 102 (20.3) |
| Type of LN involvement at baseline | ||
| Microscopic | 185 (36.3) | 161 (32.1) |
| Macroscopic | 324 (63.7) | 341 (67.9) |
| No. of LNs involved at baseline | ||
| 1 | 224 (44.0) | 236 (47.0) |
| 2-3 | 176 (34.6) | 164 (32.7) |
| >3 | 109 (21.4) | 102 (20.3) |
| Ulceration of primary tumor at baseline | ||
| No | 228 (44.8) | 250 (49.8) |
| Yes | 207 (40.7) | 196 (39.0) |
| Unknown | 74 (14.5) | 56 (11.2) |
| PD-L1 | ||
| Positive | 423 (83.1) | 423 (84.3) |
| Negative | 59 (11.6) | 57 (11.4) |
| Indeterminate | 27 (5.3) | 22 (4.4) |
Abbreviations: AJCC-7, AJCC Cancer Staging Manual, 7th edition; BMI, body mass index (calculated as weight in kilograms divided by height in meters squared); LN, lymph node; LN+, positive lymph node; PD-L1, programmed cell death ligand 1.
Totals may not equal 100% because of rounding.
Incidence of irAEs
As previously reported,18 among patients who started the randomized treatment, the incidence of grade 1 or higher irAEs in the pembrolizumab arm (n = 509) was 19.4% (95% CI, 16.1%-23.0%) at 3 months and 37.4% (95% CI, 33.2%-41.6%) at 15 months and in the placebo arm (n = 502) was 4.0% (95% CI, 2.5%-6.0%) at 3 months and 9.0% (95% CI, 6.7%-11.7%) at 15 months (Table 2 and Figure 2A). The onset of the first irAE occurred within the first 6 months of treatment for most of the patients who experienced an irAE. The most common irAEs included endocrine disorders (in particular, hypothyroidism and hyperthyroidism) and vitiligo. In both treatment arms, the incidence of irAEs was similar for men (36.6% [pembrolizumab arm]) and women (38.6% [pembrolizumab arm]; Table 2 and eTable 1 in Supplement 2), for younger and older patients (eTable 2 in Supplement 2), and across different disease stages (eTable 3 in Supplement 2). The exposure to pembrolizumab therapy compared with placebo resulted in similar increases in the incidence of irAEs in all of these subgroups of patients (Figure 2B).
Table 2. Immune-Related Adverse Events in Each Treatment Arm by Sex.
| Adverse Event | Treatment Arm, No. (%) | |||
|---|---|---|---|---|
| Pembrolizumab | Placebo | |||
| Men (n = 320) | Women (n = 189) | Men (n = 302) | Women (n = 200) | |
| Any immune-related event | 117 (36.6) | 73 (38.6) | 22 (7.3) | 23 (11.5) |
| Endocrine disorder | 70 (21.9) | 49 (25.9) | 10 (3.3) | 15 (7.5) |
| Hypothyroidism | 41 (12.8) | 32 (16.9) | 4 (1.3) | 10 (5.0) |
| Hyperthyroidism | 30 (9.4) | 22 (11.6) | 2 (0.7) | 4 (2.0) |
| Thyroiditis | 11 (3.4) | 5 (2.6) | 1 (0.3) | 0 |
| Hypophysitis (including hypopituitarism) | 4 (1.3) | 7 (3.7) | 1 (0.3) | 0 |
| Type 1 diabetes | 3 (0.9) | 2 (1.1) | 0 | 0 |
| Adrenal insufficiency | 4 (1.3) | 1 (0.5) | 2 (0.7) | 2 (1.0) |
| Respiratory/thoracic disorder | 17 (5.3) | 7 (3.7) | 2 (0.7) | 1 (0.5) |
| Pneumonitis or interstitial lung disease | 12 (3.8) | 5 (2.6) | 2 (0.7) | 1 (0.5) |
| Sarcoidosis | 5 (1.6) | 2 (1.1) | 0 | 0 |
| Skin disorder | 20 (6.3) | 7 (3.7) | 3 (1.0) | 5 (2.5) |
| Vitiligo | 18 (5.6) | 6 (3.2) | 3 (1.0) | 5 (2.5) |
| Severe skin reaction | 2 (0.6) | 1 (0.5) | 0 | 0 |
| Gastrointestinal disorder | 11 (3.4) | 9 (4.8) | 4 (1.3) | 0 |
| Colitis | 10 (3.1) | 9 (4.8) | 3 (1.0) | 0 |
| Pancreatitis | 2 (0.6) | 0 (0.0) | 1 (0.3) | 0 |
| Hepatobiliary disorder | 4 (1.3) | 5 (2.6) | 1 (0.3) | 0 |
| Hepatitis | 4 (1.3) | 5 (2.6) | 1 (0.3) | 0 |
| Other disorder | 9 (2.8) | 6 (3.2) | 3 (1.0) | 2 (1.0) |
| Nephritis | 1 (0.3) | 1 (0.5) | 0 | 1 (0.5) |
| Uveitis | 1 (0.3) | 1 (0.5) | 0 | 0 |
| Myositis | 0 | 1 (0.5) | 1 (0.3) | 0 |
| Myocarditis | 1 (0.3) | 0 | 0 | 0 |
Figure 2. Incidence of Immune-Related Adverse Events by Treatment Arm Among All Patients and Subgroups of Patients.
A, In the pembrolizumab arm (n = 509), 190 irAEs occurred, with a percentage incidence of 19.4% (95% CI, 16.1%-23.0%) at 3 months and 37.4% (95% CI, 33.2%-41.6%) at 15 months. In the placebo arm (n = 502), 45 irAEs occurred, with a percentage incidence of 4.0% (95% CI, 2.5%-6.0%) at 3 months and 9.0% (95% CI, 6.7%-11.7%) at 15 months. Vertical lines correspond to the time of censoring. B, The estimate of the subdistribution hazard ratio in the whole sample is based on an unstratified model with treatment as the only covariate. Blue boxes are centered on the estimated subdistribution hazard ratios. The green diamond is centered on the overall subdistribution hazard ratio (dashed line) and covers its 95% CI. HR indicates hazard ratio; irAE, immune-related adverse event; and LN+, positive lymph node.
aFor the whole sample estimate, a 95% CI is shown. For subgroups, 99% CIs are presented.
bP < .001 corresponds only to the overall comparison, performed on all patients: HR, 4.95 (99% CI, 3.58-6.85).
Among patients who experienced an irAE, 33 of 190 in the pembrolizumab arm and 6 of 45 in the placebo arm discontinued treatment owing to an irAE. Among patients with an endocrine irAE, 9 of 119 in the pembrolizumab arm and 1 of 25 in the placebo arm discontinued treatment owing to an irAE. Among patients with vitiligo, only 1 from the pembrolizumab arm discontinued treatment owing to an irAE (pneumonitis, not vitiligo). Among patients with grade 3 or higher irAEs, 19 of 36 from the pembrolizumab arm and 3 of 3 from the placebo arm discontinued treatment owing to an irAE.
Treatment, irAEs, and RFS
The EORTC 1325/KN-054 study previously reported that treatment with pembrolizumab therapy resulted in a longer RFS in the intent-to-treat population (HR, 0.57; 98.4% CI, 0.43-0.74).16 Consistent with these results, a prolonged RFS was observed in the pembrolizumab compared with the placebo arm in patients who started the treatment allocated at randomization (HR, 0.56; 98.4% CI, 0.43-0.74).
Based on model 1, the occurrence of an irAE was associated with a longer RFS in the pembrolizumab arm (HR, 0.61; 95% CI, 0.39-0.95; P = .03) but not in the placebo arm (HR, 1.37; 95% CI, 0.82-2.29; P = .21). The difference between the 2 HRs was unlikely due to chance (P = .02). Compared with the placebo arm, the reduction in the hazard of recurrence or death was greater (P = .03) after the onset of an irAE (HR, 0.37; 95% CI, 0.24-0.57) than without or before the onset of an irAE (HR, 0.62; 95% CI, 0.49-0.78) in patients who started pembrolizumab treatment (model 2 in Table 3). Similar results were obtained in each sex group. In men, the estimated HR was 0.36 (95% CI, 0.21-0.63) after the onset of an irAE and 0.59 (95% CI, 0.44-0.79) without or before the onset of an irAE compared with the entire group of patients in the placebo arm. In women, the 2 HR estimates were 0.42 (95% CI, 0.22-0.82) after the onset of an irAE and 0.71 (95% CI, 0.48-1.04) without or before the onset of an irAE.
Table 3. Treatment Effect in the Presence and Absence of Immune-Related Adverse Events .
| Immune-Related Adverse Event Status and Treatment Arm | Recurrence-Free Survival, HR (95% CI)a | P Valuea,b |
|---|---|---|
| Any irAE | ||
| Placebo | 1 | .03 |
| Pembrolizumab without/before irAE | 0.62 (0.49-0.78) | |
| Pembrolizumab after irAE onset | 0.37 (0.24-0.57) | |
| Endocrine irAE | ||
| Placebo | 1 | .03 |
| Pembrolizumab without/before irAE | 0.60 (0.48-0.75) | |
| Pembrolizumab after irAE onset | 0.34 (0.20-0.57) | |
| Vitiligo | ||
| Placebo | 1 | .15 |
| Pembrolizumab without/before irAE | 0.57 (0.46-0.70) | |
| Pembrolizumab after irAE onset | 0.13 (0.02-0.95) | |
| Any severe (grade 3-4) irAE | ||
| Placebo | 1 | .43 |
| Pembrolizumab without/before irAE | 0.55 (0.44-0.68) | |
| Pembrolizumab after irAE onset | 0.78 (0.32-0.91) |
Abbreviations: HR, hazard ratio; irAE, immune-related adverse event.
A Cox model, which included a time-varying covariate for irAEs, the product of this covariate and the treatment indicator, and the patients’ cancer stage, sex, and age, was used (model 2, see Statistical Methods).
P value was calculated for the test of a difference in the effect of the randomized treatment in the presence and absence of irAEs among the pembrolizumab-treated patients (ie, the difference between the 2 HRs).
Comparable results were obtained when only endocrine AEs were considered (Table 3). Patients treated with pembrolizumab therapy appeared to have a particularly low risk of recurrence or death after a vitiligo onset (HR, 0.13; 95% CI, 0.02-0.95). However, because only 24 patients from the pembrolizumab arm developed vitiligo, large uncertainty existed about this estimate, as reflected by the width of the CI. The occurrence of a severe irAE among patients treated with pembrolizumab therapy was not significantly associated with a prolonged RFS (Table 3).
Treatment, irAEs, Systemic Steroids, and RFS
Systemic steroids were used 30 days or longer from the start of the randomized treatment until 90 days from the last dose of treatment in 94 of 509 patients (18.5%) from the pembrolizumab arm and 25 of 502 patients (5.0%) from the placebo arm. Among patients with an irAE, systemic steroids were used 30 days or longer in 63 of 190 patients (33.2%) from the pembrolizumab arm and 5 of 45 patients (11.1%) from the placebo arm (eTable 4 in Supplement 2). Common irAEs among the 63 patients in the pembrolizumab arm, for which systemic steroids were used, included 18 incidents (28.6%) of colitis, 13 (20.6%) of pneumonitis, 9 (14.3%) of hypophysitis, 4 (6.3%) of hepatitis, and 4 (6.3%) of hyperthyroidism. In the placebo arm, 2 patients received systemic steroids to treat pneumonitis, 1 to treat hepatitis, 1 to treat colitis, and 1 to treat adrenal insufficiency. Among those with grade 3 or higher irAEs, 26 of 36 patients from the pembrolizumab arm received systemic steroids for 30 days or longer. Compared with the placebo arm, the estimated HR was 0.50 (95% CI, 0.23-1.07) after an irAE onset and after day 30 of systemic steroid use and 0.34 (95% CI, 0.21-0.56) after an irAE onset and without systemic steroid use or by day 30 of steroid use (modified model 2 in eTable 5 in Supplement 2). In the sensitivity analysis, in which the 30-day threshold was replaced by 14 days, the 2 estimates were closer to each other (eTable 6 in Supplement 2).
Discussion
We evaluated the association between irAEs and patient outcomes in a double-blind randomized clinical trial comparing treatment with pembrolizumab therapy and placebo in patients with high-risk stage III melanoma. Compared with the placebo arm, the reduction in the hazard of recurrence or death in the pembrolizumab arm was substantially higher after the onset of an irAE (HR, 0.37; 95% CI, 0.24-0.57) than without or before the onset of an irAE (HR, 0.61; 95% CI, 0.49-0.77). A similar pattern was observed for men and women. In the placebo arm, no association between irAEs and RFS was found.
Knowledge about the indicators of ICI activity in patients with adjuvant melanoma is of substantial importance. Treatment with ICIs has been previously associated with improved outcomes for patients with advanced melanoma,24 has indicated efficacy in the adjuvant setting, and is becoming the standard of care among patients with high-risk stage III melanoma. In the EORTC 18071 study, which had a median follow-up period of 5.3 years, treatment with adjuvant ipilimumab therapy was associated with prolonged RFS (HR, 0.76; 95% CI, 0.64-0.89) and overall survival (HR, 0.72; 95% CI, 0.58-0.88) compared with placebo.25 The EORTC 1325/KN-054 study reported an improvement in RFS (HR, 0.57; 98.4% CI, 0.43-0.74) among patients randomized to be treated with pembrolizumab therapy compared with placebo.18 The Checkmate 238 study reported an improvement in RFS (HR, 0.65; 97.56% CI, 0.51-0.83) in patients treated with nivolumab therapy compared with ipilimumab therapy.26
Our observation of an association between irAEs and better outcomes among patients treated with ICIs is in line with previous studies of patients with advanced melanoma10,11,12,13 and lung cancer.14,15 An association between autoimmunity and patient outcomes has also been reported for other immunotherapies, including interleukin-2,6 interferon,7,27 and intralesional talimogene laherparepvec injection.28 Unfortunately, many of these studies analyzed the data by comparing patients with and without irAEs using a log-rank test or a standard Cox model, which introduces a bias owing to the different follow-up times and treatment exposures between patients who did and did not develop irAEs. As previously reported, the size of that bias may be large enough to dramatically change the study conclusion.8,9,29 In this analysis, we dealt with this problem by using a time-dependent Cox model. Landmark analysis comparing the RFS after a landmark point in time from randomization (eg, 3 or 6 months) between patients with and without irAEs before that time would be a possible alternative approach. We did not use this method, as it excludes patients with an RFS event before the landmark time and misclassifies those who experience an irAE after the landmark time, leading to a substantially lower statistical power compared with the method using the time-dependent Cox model.
A recent meta-analysis of patients with advanced or metastatic melanoma reported a higher ICI efficacy regarding overall survival for men (HR, 0.66; 95% CI, 0.55-0.79) compared with women (HR, 0.79; 95% CI, 0.70-0.90).17 In our adjuvant study, the treatment HR regarding RFS was 0.53 (99% CI, 0.37-0.76) for men and 0.62 (99% CI, 0.39-1.00) for women.18 It has been suggested that the toxic effects profile for ICI may also be different for men than women.30 In our study, the incidence of irAEs was similar for men (36.6%) and women (38.6%) in the pembrolizumab arm.
Patients with a history of pneumonitis or autoimmune disease in the past 2 years that required systemic treatment with steroids were not eligible to participate in our study. Because steroids are known to be immune-suppressive, treatment with pembrolizumab therapy was expected to be less effective in those patients. Consistent with that expectation, the estimated treatment effect compared with placebo after an irAE onset and after day 30 of systemic steroid use (HR, 0.50; 95% CI, 0.23-1.07) appeared to be lower than the treatment effect after an irAE onset and without steroid use or by day 30 of systemic steroid use (HR, 0.34; 95% CI, 0.21-0.56). Previous studies reported an association between steroid use at the start of treatment with anti–PD-1 therapies because of disease conditions, such as brain metastasis and pulmonary disease, and poorer outcomes in lung cancer patients.31,32
Strengths and Limitations
Our study has a number of strengths. First, the data were prospectively collected in the framework of a clinical trial with high-quality standards regarding assessment of disease and evaluation of AEs. Second, the study had a large sample that allowed a precise estimation of the association between irAEs and patient outcomes as well as subgroup analyses by sex. Third, we used adequate statistical methods to avoid bias that may have resulted from the differences in the duration of follow-up and the treatment exposure between patients who did and did not develop irAEs, and we adjusted the analyses for possible confounders, including cancer stage, age, and sex.
We were unable to explore the importance of some types of irAEs (eg, severe skin reactions) owing to the insufficient number of patients who experienced them. For the same reason, we could not investigate the effects of the characteristics (eg, type, dose, and duration of administration) of the systemic steroid treatments on the outcome.
Conclusions
Our study observed a strong association between irAEs and outcomes of patients with high-risk stage III melanoma who were treated with ICIs, which adds to the growing amount of evidence that irAEs are indicators of greater ICI activity. However, in the absence of an irAE, patients in the pembrolizumab arm had a lower risk of recurrence or death compared with those in the placebo arm.
Trial Protocol
eTable 1. Incidence of Immune-Related Adverse Events in Each Treatment Group by Sex
eTable 2. Incidence of Immune-Related Adverse Events in Each Treatment Group by Age
eTable 3. Incidence of Immune-Related Adverse Events in Each Treatment Group by AJCC-7 Staging, as Provided at Randomization
eTable 4. Steroid Use by Treatment Arm
eTable 5. Treatment Effect in the Presence and Absence of Immune-Related Adverse Events and Systemic Steroids
eTable 6. Treatment Effect in the Presence and Absence of Immune-Related Adverse Events and Systemic Steroids—Sensitivity Analysis
eTable 7. Additional Investigators Who Participated in the EORTC 1325/KEYNOTE-054 Clinical Trial
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Trial Protocol
eTable 1. Incidence of Immune-Related Adverse Events in Each Treatment Group by Sex
eTable 2. Incidence of Immune-Related Adverse Events in Each Treatment Group by Age
eTable 3. Incidence of Immune-Related Adverse Events in Each Treatment Group by AJCC-7 Staging, as Provided at Randomization
eTable 4. Steroid Use by Treatment Arm
eTable 5. Treatment Effect in the Presence and Absence of Immune-Related Adverse Events and Systemic Steroids
eTable 6. Treatment Effect in the Presence and Absence of Immune-Related Adverse Events and Systemic Steroids—Sensitivity Analysis
eTable 7. Additional Investigators Who Participated in the EORTC 1325/KEYNOTE-054 Clinical Trial