| Literature DB >> 35885042 |
Daniella Kuzmanovszki1, Norbert Kiss1, Béla Tóth1, Tünde Kerner1, Veronika Tóth1, József Szakonyi1, Kende Lőrincz1, Judit Hársing1, Eleonóra Imrédi1, Alexa Pfund1, Ákos Szabó2,3, Valentin Brodszky2, Fanni Rencz2, Péter Holló1.
Abstract
Real-world evidence plays an important role in the assessment of efficacy and safety of novel therapies. The increasing use of immune checkpoint inhibitors (ICIs) in patients with advanced melanoma has led to notably improved clinical outcomes, while they are also associated with immune-related adverse events (irAEs). The majority of the available data are based on clinical trials, where the investigated subjects often do not adequately represent the general patient population of the everyday practice. Although there is a niche of objective biomarkers for the future treatment response of ICIs, certain studies suggest that irAEs may be predictive. The aim of this study was to carry out a retrospective analysis of treatment data from patients with advanced melanoma, treated with a single anti-PD-1 agent (pembrolizumab or nivolumab) during a 77-month-long period. Treatment efficacy and occurrence of adverse events were analyzed to identify potential predictive markers. Primary and secondary endpoints were the overall survival (OS) and progression-free survival (PFS). In our cohort, we demonstrated that the occurrence of more than one irAE showed a correlation with response to PD-1 ICI therapy and improved the OS and PFS. Our study suggests, that the grade of toxicity of the irAE may affect the survival rate.Entities:
Keywords: advanced melanoma; adverse event; anti-PD-1 monotherapy; immune checkpoint inhibitor; nivolumab; pembrolizumab
Year: 2022 PMID: 35885042 PMCID: PMC9313334 DOI: 10.3390/biomedicines10071737
Source DB: PubMed Journal: Biomedicines ISSN: 2227-9059
Demographic and clinical characteristics of patient.
| Median (IQR) or N (%) | ||||
|---|---|---|---|---|
| Total Sample * (N = 119) | Non-Responders * (N = 98) | Responders * (N = 20) | ||
|
| 69.0 (57.0–75.0) | 68.5 (57.0–75.0) | 68.5 (53.5–79.25) | 0.622 |
| ≥70 years | 62 (52.1) | 52 (83.9) | 10 (16.1) | 0.811 |
| <70 years | 57 (47.9) | 46 (80.7) | 10 (17.5) | |
|
| ||||
| Male | 68 (57.1) | 54 (79.4) | 13 (19.1) | 0.466 |
| Female | 51 (42.9) | 44 (86.3) | 7 (13.7) | |
|
| 14.0 (7.0–32.0) | 12.0 (6.0–26.0) | 24.0 (17.5–44.5) | 0.002 |
|
| 45.1 (17.3–112.1) | 37.6 (16.1–92.3) | 118.0 (56.0–192.4) | <0.001 |
|
| ||||
| Occult | 21 (17.6) | 16 (76.2) | 5 (23.8) | 0.670 |
| Superficial spreading melanoma (SSM) | 23 (19.3) | 21 (91.3) | 2 (8.7) | |
| Nodular melanoma (NM) | 33 (27.7) | 28 (84.8) | 5 (15.2) | |
| Acral lentiginous (ALM) | 15 (12.6) | 13 (86.7) | 2 (13.3) | |
| Lentigo maligna melanoma (LMM) | 2 (1.7) | 2 (100.0) | - | |
| desmoplastic melanoma (DM) | 2 (1.7) | 2 (100.0) | - | |
| Not classified | 23 (19.3) | 16 (69.6) | 6 (26.1) | |
|
| 0.082 | |||
| ptx or no primary tumor | 35 (29.4) | 25 (71.4) | 10 (28.6) | |
| pT1a | 3 (2.5) | 3 (100.0) | - | |
| pT2a | 6 (5.0) | 6 (100.0) | - | |
| pT2b | 5 (4.2) | 5 (100.0) | - | |
| pT3a | 9 (7.6) | 8 (88.9) | 1 (11.1) | |
| pT3b | 16 (13.4) | 16 (100.0) | - | |
| pT4a | 9 (7.6) | 9 (100.0) | - | |
| pT4b | 36 (30.3) | 26 (72.2) | 9 (25.0) | |
|
| ||||
| Brisk | 15 (12.6) | 12 (80.0) | 3 (20.0) | 0.316 |
| Non-brisk | 12 (10.1) | 7 (58.3) | 4 (33.3) | |
| Absent | 18 (15.1) | 16 (88.9) | 2 (11.1) | |
| Unknown | 74 (62.2) | 63 (85.1) | 11 (14.9) | |
|
| 0.158 | |||
| No | 57 (47.9) | 51 (89.5) | 6 (30.0) | |
| Yes | 58 (48.7) | 44 (75.9) | 13 (65.0) | |
| Unknown | 4 (3.4) | 3 (75.0) | 1 (5.0) | |
|
| 0.136 | |||
| M0 | 1 (0.8) | 1 (100.0) | - | |
| M1a | 22 (18.5) | 19 (86.4) | 3 (13.6) | |
| M1b | 15 (12.6) | 13 (86.7) | 2 (13.3) | |
| M1c | 56 (47.04) | 41 (73.2) | 14 (25.0) | |
| M1d | 25 (21.0) | 24 (96.0) | 1 (4.0) | |
|
| ||||
| III | 1 (0.8) | 1 (100.0) | - | 1.000 |
| IV | 118 (99.2) | 97 (82.2) | 20 (16.9) | |
| Nivolumab | 52 (43.7) | 45 (86.5) | 6 (11.5) | 0.220 |
| Pembrolizumab | 66 (55.5) | 52 (78.8) | 14 (21.2) | |
|
| ||||
| First | 81 (68.1) | 66 (81.5) | 14 (17.3) | 1.000 |
| Second + third | 38 (31.9) | 32 (84.2) | 6 (15.8) | |
|
| ||||
| Did not stop | 36 (30.3) | 24 (66.7) | 11 (30.6) | <0.001 |
| AE | 13 (10.9) | 9 (69.2) | 4 (30.8) | |
| PD | 49 (41.2) | 48 (98.0) | 1 (2.0) | |
| Exit | 19 (16.0) | 17 (89.5) | 2 (10.5) | |
| CR | 2 (1.7) | - | 2 (100.0) | |
|
| ||||
| No | 64 (53.8) | 56 (87.5) | 7 (10.9) | 0.058 |
| IrAE = 1 | 24 (20.2) | 16 (66.7) | 8 (33.3) | |
| IrAE > 1 | 31 (26.1) | 26 (83.9) | 5 (16.1) | |
|
| ||||
| No irAE | 66 (55.5) | 58 (87.9) | 7 (10.6) | |
| G1-2 | 37 (31.1) | 28 (75.7) | 9 (15.4) | 0.126 |
| G3-4 | 16 (13.4) | 12 (75.0) | 4 (25.0) | |
|
| ||||
| No | 94 (79.0) | 74 (78.7) | 19 (20.2) | 0.070 |
| Yes | 25 (21.0) | 24 (96.0) | 1 (4.0) | |
|
| ||||
| Normal LDH | 110 (92.4) | 90 (81.8) | 19 (17.3) | 0.706 |
| Elevated LDH | 9 (7.6) | 8 (88.9) | 1 (11.1) | |
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| ||||
| Wild type | 88 (73.9) | 70 (79.5) | 17 (19.3) | 0.272 |
| Positive | 31 (26.1) | 28 (90.3) | 3 (9.7) | |
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| ||||
| V600E | 22 (71.0) | 20 (90.9) | 2 (9.1) | 1.000 |
| V600K | 8 (25.8) | 7 (87.5) | 1 (12.5) | |
| V600 others | 1 (3.2) | 1 (100.0) | - | |
CR—complete response, PR—partial response, SD—stable disease, PD—progressive disease, LDH—lactate dehydrogenase, AJCC—American Joint Committee on Cancer. * The non-responder (stable disease and progressive disease) and responder (partial and complete responses) subgroups were created based on the therapy responses and only one responder was excluded since the therapy response was NE (not evaluable). ** Mann–Whitney U test or Fisher’s exact test. A p-value < 0.05 was considered statistically significant.
Brain metastases.
| Total Sample (N = 25) | Non-Responders (SD + PD) | Responders | ||
|---|---|---|---|---|
|
| ||||
| Stereotaxy | 13 (52.0) | 12 (50.0) | 1 (100.0) | 0.916 |
| WBRT | 7 (28.0) | 7 (29.2) | - | |
| Both | 3 (12.0) | 3 (12.5) | - | |
| No treatment | 1 (4.0) | 1 (4.2) | - | |
| Operation | 1 (4.0) | 1 (4.2) | - |
CR—complete response, PR—partial response, SD—stable disease, PD—progressive disease, WBRT—whole brain radiation therapy. The non-responder (stable disease and progressive disease) and responder (partial and complete responses) subgroups were created based on the therapy responses and only one responder was excluded since the therapy response was NE (not evaluable). Mann–Whitney U test or Fisher’s exact test. A p-value < 0.05 was considered statistically significant.
Response rates to nivolumab or pembrolizumab.
| All Patients | BRAF Positive | BRAF Wild Type | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Responses | Total | First-Line Treatment | ≥Second- Line Treatment (N = 38) | Total | First-Line Treatment | ≥Second-Line Treatment (N = 24) | Total | First-Line Treatment | ≥Second-Line Treatment (N = 14) |
| CR | 8 (6.72%) | 3 (3.7%) | 5 (13.15%) | 2 (6.45%) | 0 | 2 (8.33%) | 6 (6.81%) | 3 (4.05%) | 3 (21.42%) |
| PR | 12 (10.08%) | 11 (13.5%) | 1 (2.63%) | 1 (3.22%) | 0 | 1 (4.16%) | 11 (12.5%) | 11 (14.86%) | 0 |
| SD | 42 (35.28%) | 28 (34.56%) | 14 (36.84%) | 10 (32.2%) | 1 (14.28%) | 9 (37.5%) | 32 (36.36%) | 27 (36.48%) | 5 (35.71%) |
| PD | 56 (47.04%) | 38 (46.9%) | 18 (47.36%) | 18 (58.06%) | 6 (85.71%) | 12 (50%) | 38 (43.18%) | 32 (43.24%) | 6 (42.85%) |
| NE | 1 (0.84%) | 1 (1.23%) | 0 | 0 | 0 | 0 | 1 (1.13%) | 1 (1.35%) | 0 |
| DCR * | 52.08% | 51.76% | 52.62% | 41.87% | 14.28% | 49.99% | 55.67% | 55.39% | 35.71% |
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* CR = complete responses; DCR = disease control rate; NA = not available; PD = progressive diseases; ORR = objective response rate; PR = partial responses; SD = stable diseases * DCR = CR + PR + SD ** ORR = CR + PR.
Survival analysis of the investigated patients.
| N | Median OS | LCI | UCI | Median PFS (Weeks) | LCI | UCI | ||||
|---|---|---|---|---|---|---|---|---|---|---|
|
|
| 130.29 | 81.02 | 179.57 | - | 54.86 | 19.75 | 89.97 | - | |
| Age (years) | <70 | 62 | 135.14 | 81.05 | 189.23 | 0.324 | 54.57 | 1.75 | 107.40 | 0.982 |
| ≥70 | 57 | 86.00 | 8.31 | 163.69 | 54.86 | 17.97 | 91.75 | |||
| Gender | Male | 68 | 139.43 | 58.53 | 220.33 | 0.304 | 97.14 | 14.38 | 179.90 | 0.139 |
| Female | 51 | 77.29 | 36.17 | 118.42 | 46.86 | 27.59 | 66.13 | |||
| T | ptx or occult primary tumor | 35 | 229.430 | 86.48 | 372.38 |
| 143.86 | 0.00 | 293.85 |
|
| pT1a | 3 | 86.00 | 22.68 | 149.33 | 43.14 | 36.29 | 49.99 | |||
| pT2a | 6 | 24.00 | 16.80 | 31.20 | 13.86 | 7.34 | 20.38 | |||
| pT2b | 5 | 142.86 | - | - | 30.57 | 0.00 | 69.82 | |||
| pT3a | 9 | - | - | - | 54.00 | 48.57 | 59.44 | |||
| pT3b | 16 | 48.43 | 0.00 | 145.11 | 35.71 | 19.76 | 51.66 | |||
| pT4a | 9 | - | - | - | 80.43 | 0.00 | 190.64 | |||
| TIL | Unknown | 74 | 86.00 | 42.27 | 129.73 | 0.381 | 42.71 | 26.02 | 59.40 | 0.285 |
| Brisk | 15 | 229.43 | 9.08 | 449.78 | 229.43 | 0.00 | 502.56 | |||
| Non-brisk | 12 | 142.86 | 15.73 | 269.99 | 80.43 | - | - | |||
| Absent | 18 | - | - | - | 97.14 | - | - | |||
| N | No | 57 | 139.43 | 36.68 | 242.18 | 0.289 | 87.57 | 33.31 | 141.83 | 0.179 |
| Yes | 58 | 103.14 | 22.90 | 183.38 | 43.00 | 22.75 | 63.26 | |||
| Unknown | 4 | 32.14 | 27.24 | 37.04 | 17.29 | 5.11 | 29.47 | |||
| M | M0 | 1 | 61.71 | - | - | 0.109 | 27.14 | - | - | 0.085 |
| M1a | 22 | 57.00 | 16.54 | 97.47 | 37.86 | 21.45 | 54.27 | |||
| M1b | 15 | - | - | - | - | - | - | |||
| M1c | 56 | 178.57 | 86.87 | 270.27 | 107.43 | 0.00 | 228.49 | |||
| M1d | 25 | 52.57 | 0.00 | 134.24 | 35.29 | 13.53 | 57.05 | |||
| Line of treatment | First | 81 | 94.14 | 33.01 | 155.27 | 0.596 | 46.86 | 30.03 | 63.69 | 0.175 |
| Second + third | 38 | 178.57 | 20.51 | 336.63 | 172.00 | 0.00 | 382.17 | |||
| Treatment | Nivolumab | 52 | 86.00 | 19.33 | 152.68 | 0.358 | 43.14 | 23.74 | 62.54 | 0.606 |
| Pembrolizumab | 66 | 139.71 | 67.66 | 211.76 | 61.43 | 4.67 | 118.19 | |||
| irAE | No | 64 | 46.43 | 34.53 | 58.33 |
| 27.86 | 19.92 | 35.80 |
|
| IrAE = 1 | 24 | 142.86 | 52.49 | 233.23 | 107.43 | 0.00 | 245.26 | |||
| >1 IrAE | 31 | 258.00 | - | - | - | - | - | |||
| BRAF | Wild-type | 88 | 130.29 | 80.80 | 179.78 | 0.161 | 58.14 | 19.19 | 97.09 | 0.462 |
| Positive | 31 | 71.71 | 0.00 | 172.50 | 35.29 | 0.00 | 82.81 | |||
| Brain metastases | No | 94 | 135.14 | 57.31 | 212.97 | 0.259 | 61.00 | 4.44 | 117.56 | 0.063 |
| Yes | 25 | 71.71 | 0.00 | 169.70 | 36.00 | 7.57 | 64.43 | |||
| Response of the treatments | PD + SD | 98 | 71.71 | 40.01 | 103.42 |
| 42.14 | 31.64 | 52.64 |
|
| CR + PR | 20 | - | - | - | - | - | - | |||
| Received radiation therapy | No | 86 | 86.00 | 21.93 | 150.07 |
| 43.14 | 22.36 | 63.92 | 0.326 |
| Yes | 33 | - | - | - | 80.43 | 25.14 | 135.72 | |||
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| Line of treatment | First | 74 | 103.14 | 41.07 | 165.21 | 0.392 | 57.00 | 19.62 | 94.38 | 0.218 |
| Second + third | 14 | 229.43 | 43.62 | 415.25 | 229.43 | - | - | |||
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| Line of treatment | First | 7 | 69.14 | 0.00 | 159.09 | 0.312 | 12.29 | 6.77 | 17.81 |
|
| Second + third | 24 | 71.71 | 0.00 | 222.94 | 61.43 | 0.00 | 225.52 | |||
CR—complete response, PR—partial response, SD—stable disease, PD—progressive disease, LDH—lactate dehydrogenase, NA—not available, AJCC—American Joint Committee on Cancer; LCI = lower bound of the 95% confidence interval; PD + SD = progressive disease and stable disease; PR + CR = partial responders and complete responders; UCI = upper bound of the 95% confidence interval. A p-value < 0.05 was considered statistically significant.
Figure 1Kaplan–Meier survival estimates the survival. (A) OS in whole population, (B) PFS for whole population, (C) OS according to BRAF status, HR for death for patients with BRAF mutation was 1.96 (95% CI 1.02–3.77, p = 0.004), (D) PFS according to BRAF status, HR for progression for patients with BRAF mutation was 2.68 (95% CI 1.26–5.72, p = 0.011), (E) OS according to presence of brain metastases, HR for death 0.84 (95% CI 0.09–7.73, p = 0.880), (F) PFS according to presence of brain metastases, HR for progression 1.62 (95% CI 0.18–14.25, p = 0.666), (G) OS according to irAE, HR for death 0.3 (95% CI 0.14–0.64, p = 0.02), (H) PFS according to irAE, HR for progression 0.26 (95% CI 0.13–0.54, p = 0.000), (I) OS according to response of therapy, HR for death 0.14 (95% CI 0.05–0.43, p = 0.001), (J) PFS according to response of therapy, HR for progression 2.06 (95% CI 0.24–17.84, p = 0.511). OS—overall survival, PFS—progression-free survival, HR—hazard ratio, NR—not reached, CR—complete response, PR—partial response, SD—stable disease, PD—progressive disease.
Cox regression analysis of the patients.
| Survival | Progression-Free Survival | |||
|---|---|---|---|---|
| HR for Death | HR for Progression-Free (PFS) (95% CI) | |||
| Age group/70 years+ | 1.66 (0.96–2.88) | 0.072 | 1.12 (0.67–1.86) | 0.675 |
| Gender/female | 1.16 (0.69–1.96) | 0.570 | 1.23 (0.74–2.02) | 0.423 |
| Line of treatment/advanced setting | 1.04 (0.53–2.06) | 0.906 | 0.50 (0.24–1.03) | 0.060 |
| IrAE | 0.000 | 0.000 | ||
| IrAE = 1 | 0.31 (0.14–0.65) |
| 0.31 (0.15–0.62) |
|
| IrAE > 1 | 0.21 (0.10–0.44) |
| 0.17 (0.08–0.35) |
|
| M | 0.119 | 0.501 | ||
| M/M1a | 0.38 (0.04–3.27) | 0.375 | 0.34 (0.04–2.91) | 0.325 |
| M/M1b | 0.10 (0.01–1.08) | 0.058 | 0.16 (0.02–1.63) | 0.123 |
| M/M1c | 0.26 (0.03–2.26) | 0.221 | 0.27 (0.03–2.33) | 0.232 |
| M/M1d | 0.41 (0.02–8.94) | 0.567 | 0.21 (0.01–4.35) | 0.312 |
| BRAF/positive | 1.96 (1.02–3.77) |
| 2.68 (1.26–5.72) |
|
| Brain metastases/yes | 0.84 (0.09–7.73) | 0.880 | 1.62 (0.18–14.25) | 0.666 |
| Therapy responses/CR + PR | 0.14 (0.05–0.43) |
| 0.09 (0.03–0.30) |
|
| Grade of irAE | 0.154 | 0.105 | ||
| Grade of irAE/G1-G2 | 0.26 (0.05–1.40) | 0.116 | 0.32 (0.06–1.72) | 0.184 |
| Grade of irAE/G3-G4 | 0.14 (0.02–1.03) | 0.053 | 0.11 (0.01–0.89) |
|
| Received radiation therapy/yes | 0.48 (0.24–0.98) |
| 0.85 (0.47–1.51) | 0.573 |
CI = confidence interval; HR = hazard ratio; CR + PR = complete response and partial response; p-value < 0.05 was considered statistically significant.
The occurrence of immune-related adverse events among the investigated patients.
| IrAE | Grade 1–2 | Grade 3–4 | All Grade |
|---|---|---|---|
| Endocrine | 24 (20.16) | 4 (3.36) | 28 (23.52) |
| hypothyroidism | 16 (13.44) | - | 16 (13.44) |
| hyperthyroidism | 2 (1.68) | - | 2 (1.68) |
| hypopituitarism | 6 (5.04) | 4 (3.36) | 10 (8.4) |
| respiratory | 1 (0.84) | 8 (6.72) | 9 (7.56) |
| pneumonitis | 1 (0.84) | 8 (6.72) | 9 (7.56) |
| Gastrointestinal | 9 (7.56) | 14 (11.76) | 23 (19.32) |
| colitis | 5 (4.2) | 11 (9.24) | 16 (13.44) |
| gastritis | 4 (3.36) | 2 (1.68) | 6 (5.04) |
| terminalis ileitis | - | 1 (0.84) | 1 (0.84) |
| Hepato-pancreato-biliary | 25 (21) | 6 (5.04) | 31 (26.04) |
| hepatitis/ALT elevated | 10 (8.4) | 2 (1.68) | 12 (10.08) |
| bilirubin elevated | 6 (5.04) | - | 6 (5.04) |
| pancreatitis | 8 (6.72) | 3 (2.52) | 11 (7.56) |
| hyperlipidemia | 1 (0.84) | 1 (0.84) | 2 (1.68) |
| Musculoskeletal | 9 (7.56) | 2 (1.68) | 11 (7.56) |
| myositis | 5 (4.2) | 2 (1.68) | 7 (5.88) |
| arthritis | 4 (3.36) | - | 4 (3.36) |
| Renal | 5 (4.2) | 4 (3.36) | 9 (7.56) |
| nephritis | 5 (4.2) | 4 (3.36) | 9 (7.56) |
| Skin | 12 (10.04) | 3 (2.52) | 15 (12.6) |
| vitiligo | 5 (4.2) | - | 5 (4.2) |
| dermatitis | 5 (4.2) | 3 (2.52) | 8 (6.72) |
| bullous pemphigoid | 2 (1.68) | - | 2 (1.68) |
| Nervous system | 4 (3.36) | 1 (0.84) | 5 (4.2) |
| polyneuropathy | 4 (3.36) | - | 4 (3.36) |
| encephalitis | - | 1 (0.84) | 1 (0.84) |
| Hematological | 1 (0.84) | 1 (0.84) | |
| pancytopenia | 1 (0.84) | - | 1 (0.84) |
| Ophthalmic | 3 (2.52) | 1 (0.84) | 4 (3.36) |
| bulbitis | - | 1 (0.84) | 1 (0.84) |
| conjunctivitis | 1 (0.84) | - | 1 (0.84) |
| uveitis, iridocyclitis | 2 (1.68) | - | 2 (1.68) |
| Oral cavity/ear | 4 (3.36) | 4 (3.36) | |
| periodontitis | 1 (0.84) | - | 1 (0.84) |
| otitis media, otitis externa, sinusitis, ethmoiditis | 3 (2.52) | - | 3 (2.52) |