| Literature DB >> 35267546 |
Maike Trommer1,2,3, Anne Adams4, Eren Celik1,2, Jiaqi Fan1,2, Dominik Funken1, Jan M Herter1,2,3, Philipp Linde1,2, Janis Morgenthaler1,2, Simone Wegen1,2, Cornelia Mauch2,5, Cindy Franklin2,5, Norbert Galldiks2,6,7, Jan-Michael Werner2,6, Martin Kocher2,8, Daniel Rueß2,8, Maximilian Ruge2,8, Anna-Katharina Meißner2,9, Christian Baues1,2,3, Simone Marnitz1,2.
Abstract
While immune checkpoint inhibitors (ICIs) in combination with radiotherapy (RT) are widely used for patients with brain metastasis (BM), markers that predict treatment response for combined RT and ICI (RT-ICI) and their optimal dosing and sequence for the best immunogenic effects are still under investigation. The aim of this study was to evaluate prognostic factors for therapeutic outcome and to compare effects of concurrent and non-concurrent RT-ICI. We retrospectively analyzed data of 93 patients with 319 BMs of different cancer types who received PD-1 inhibitors and RT at the University Hospital Cologne between September/2014 and November/2020. Primary study endpoints were overall survival (OS), progression-free survival (PFS), and local control (LC). We included 66.7% melanoma, 22.8% lung, and 5.5% other cancer types with a mean follow-up time of 23.8 months. Median OS time was 12.19 months. LC at 6 months was 95.3% (concurrent) vs. 69.2% (non-concurrent; p = 0.008). Univariate Cox regression analysis detected following prognostic factors for OS: neutrophil-to-lymphocyte ratio NLR favoring <3 (low; HR 2.037 (1.184-3.506), p = 0.010), lactate dehydrogenase (LDH) favoring ≤ULN (HR 1.853 (1.059-3.241), p = 0.031), absence of neurological symptoms (HR 2.114 (1.285-3.478), p = 0.003), RT concept favoring SRS (HR 1.985 (1.112-3.543), p = 0.019), RT dose favoring ≥60 Gy (HR 0.519 (0.309-0.871), p = 0.013), and prior anti-CTLA4 treatment (HR 0.498 (0.271-0.914), p = 0.024). Independent prognostic factors for OS were concurrent RT-ICI application (HR 0.539 (0.299-0.971), p = 0.024) with a median OS of 17.61 vs. 6.83 months (non-concurrent), ECOG performance status favoring 0 (HR 7.756 (1.253-6.061), p = 0.012), cancer type favoring melanoma (HR 0.516 (0.288-0.926), p = 0.026), BM volume (PTV) favoring ≤3 cm3 (HR 1.947 (1.007-3.763), p = 0.048). Subgroups with the following factors showed significantly longer OS when being treated concurrently: RT dose <60 Gy (p = 0.014), PTV > 3 cm3 (p = 0.007), other cancer types than melanoma (p = 0.006), anti-CTLA4-naïve patients (p < 0.001), low NLR (p = 0.039), steroid intake ≤4 mg (p = 0.042). Specific immune responses, such as abscopal effects (AbEs), pseudoprogression (PsP), or immune-related adverse events (IrAEs), occurred more frequently with concurrent RT-ICI and resulted in better OS. Other toxicities, including radionecrosis, were not statistically different in both groups. The concurrent application of RT and ICI, the ECOG-PS, cancer type, and PTV had an independently prognostic impact on OS. In concurrently treated patients, treatment response (LC) was delayed and specific immune responses (AbE, PsP, IrAE) occurred more frequently with longer OS rates. Our results suggest that concurrent RT-ICI application is more beneficial than sequential treatment in patients with low pretreatment inflammatory status, more and larger BMs, and with other cancer types than melanoma.Entities:
Keywords: PD-1/PD-L1; abscopal effects; brain metastases; immune checkpoint inhibition; malignant melanoma; pseudoprogression; radioimmunotherapy; radiotherapy; stereotactic radiosurgery; whole brain radiotherapy
Year: 2022 PMID: 35267546 PMCID: PMC8909717 DOI: 10.3390/cancers14051240
Source DB: PubMed Journal: Cancers (Basel) ISSN: 2072-6694 Impact factor: 6.639
Figure 1Study design. PD-1 = programmed cell death protein 1; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy.
Patient, lesion, and treatment characteristics of the entire patient cohort.
| Patient and Lesion Characteristics | All |
|---|---|
| Gender (female) | |
| female | 38 (40.9%) |
| male | 55 (59.1%) |
| Age (years), mean ± STD | 62.1 ± 13.2 |
| ECOG-PS | |
| 0 | 28 (31.5%) |
| 1 | 41 (46.1%) |
| >1 | 20 (22.5%) |
| Cancer type | |
| MM | 65 (70.7%) |
| NSCLC | 21 (22.8%) |
| other | 6 (6.5%) |
| NLR | |
| <3 (low) | 35 (44.9%) |
| ≥3 (high) | 43 (55.1%) |
| LDH | |
| ≤ULN (245 U/L) | 38 (55.9%) |
| >ULN (245 U/L) | 30 (44.1%) |
| Extracranial disease | 41 (47.1%) |
| Number of BMs, mean ± STD | 3.4 ± 3.4 |
| Total PTV (cm3), mean ± STD | 277.5 ± 452.9 |
| Neurological symptoms | 38 (43.2%) |
| Treatment characteristics | |
| RT concept | |
| SRS | 65 (69.9%) |
| WBRT | 21 (22.6%) |
| other | 7 (7.5%) |
| BED (Gy), mean ± STD | 55.7 ± 10.1 |
| RT courses | |
| 1 | 32 (35.2%) |
| >1 | 59 (64.8%) |
| RT timing | |
| concurrently | 63 (67.7%) |
| before ICI | 19 (20.4%) |
| after ICI | 11 (11.8%) |
| Dexamethasone | |
| no | 10 (11.6%) |
| prophylactic dose ≤4 mg | 59 (68.6%) |
| therapeutic dose >4 mg | 17 (19.8%) |
| ICI duration (weeks), mean ± STD | 22.2 ± 22.8 |
| Prior systemic treatment | 61 (68.5%) |
| Prior anti-CTLA4 treatment | 22 (24.2%) |
STD = standard deviation; ECOG-PS = Eastern Cooperative Oncology Group Performance Status; MM = malignant melanoma; NSCLC = non-small cell lung carcinoma; RCC = renal cell carcinoma; NHL = non-Hodgkin lymphoma; NLR = neutrophil-to-lymphocyte ratio; LDH = lactate dehydrogenase; ULN = upper limit of normal; BM = brain metastasis; PTV = planning target volume; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy; BED = biologically effective dose; ICI = immune checkpoint inhibitor; anti-CTLA4 = anticytotoxic T-lymphocyte-associated protein 4.
Patient, lesion, and treatment characteristics regarding MM vs. other cancer types.
| Patient and Lesion Characteristics | All Patients ( | Other Cancer Types | Malignant Melanoma ( | |
|---|---|---|---|---|
| Gender (female) | 38 (41.3%) | 7 (25.9%) | 31 (47.7%) | 0.054 |
| Age (years), mean ± STD | 62.1 ± 13.2 | 58.5 ± 9.1 | 63.6 ± 14.4 | 0.049 |
| ECOG-PS | 0.049 | |||
| 0 | 28 (31.5%) | 8 (30.8%) | 20 (31.7%) | |
| 1 | 41 (46.1%) | 8 (30.8%) | 33 (52.4%) | |
| >1 | 20 (22.5%) | 10 (38.5%) | 10 (15.9%) | |
| NLR | 0.180 | |||
| <3 (low) | 35 (44.9%) | 6 (31.6%) | 29 (49.2%) | |
| ≥3 (high) | 43 (55.1%) | 13 (68.4%) | 30 (50.8%) | |
| LDH | 0.651 | |||
| ≤ULN (245 U/L) | 38 (55.9%) | 6 (50.0%) | 32 (57.1%) | |
| >ULN (245 U/L) | 30 (44.1%) | 6 (50.0%) | 24 (42.9%) | |
| Extracranial disease | 41 (47.1%) | 14 (53.8%) | 27 (44.3%) | 0.412 |
| Number of BMs | 0.272 | |||
| ≤2 | 55 (61.1%) | 13 (52%) | 42 (64.6%) | |
| >2 | 35 (38.9%) | 12 (48%) | 23 (35.4%) | |
| Total PTV (cm3) | 0.036 | |||
| ≤3 | 37 (43.0%) | 6 (25%) | 31 (50%) | |
| >3 | 49 (57.0%) | 18 (75%) | 31 (50%) | |
| Neurological symptoms | 38 (43.2%) | 14 (56.0%) | 24 (38.1%) | 0.126 |
| Treatment characteristics | ||||
| RT concept | 0.057 | |||
| SRS | 64 (69.6%) | 14 (51.9%) | 50 (76.9%) | |
| WBRT | 21 (22.8%) | 10 (37.0%) | 11 (16.9%) | |
| other | 7 (7.6%) | 3 (11.1%) | 4 (6.2%) | |
| BED (Gy) | 0.004 | |||
| <60 | 31 (34.8%) | 15 (57.7%) | 16 (25.4%) | |
| ≥60 | 58 (65.2%) | 11 (42.3%) | 47 (74.6%) | |
| RT courses | 0.808 | |||
| 1 | 32 (35.2%) | 10 (37.0%) | 22 (34.4%) | |
| >1 | 59 (64.8%) | 17 (63.0%) | 42 (65.6%) | |
| RT timing | 0.811 | |||
| concurrently | 62 (67.4%) | 17 (63.0%) | 45 (69.2%) | |
| before ICI | 19 (20.7%) | 6 (22.2%) | 13 (20.0%) | |
| after ICI | 11 (12.0%) | 4 (14.8%) | 7 (10.8%) | |
| Dexamethasone | 0.097 | |||
| no | 10 (11.6%) | 4 (16.0%) | 6 (9.8%) | |
| prophylactical ≤4 mg | 59 (68.6%) | 13 (52.0%) | 46 (75.4%) | |
| therapeutical >4 mg | 17 (19.8%) | 8 (32.0%) | 9 (14.8%) | |
| ICI duration (weeks), mean ± STD | 22.2 ± 22.8 | 19.7 ± 23.3 | 22.9 ± 22.8 | 0.352 |
| Prior systemic treatment | 61 (68.5%) | 25 (96.2%) | 36 (57.1%) | <0.001 |
| Prior anti-CTLA4 | 22 (24.4%) | 0 (0%) | 22 (34.9%) | <0.001 |
MM = malignant melanoma; ECOG-PS = Eastern Cooperative Oncology Group Performance Status; MM = malignant melanoma; NLR = neutrophil-to-lymphocyte ratio; LDH = lactate dehydrogenase; ULN = upper limit of normal; BM = brain metastasis; PTV = planning target volume; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy; BED = biologically effective dose; ICI = immune checkpoint inhibitor; anti-CTLA4 = anticytotoxic T-lymphocyte-associated protein 4.
Patient, lesion, and treatment characteristics with respect to concurrent and non-concurrent RT-ICI therapy.
| Patient and Lesion Characteristics | Non-Concurrent RT-ICI ( | Concurrent RT-ICI ( | |
|---|---|---|---|
| Gender (female) | 12 (40%) | 26 (41.3%) | 0.907 |
| Age (years), mean ± STD | 61 ± 12.7 | 62,7 ± 13.5 | 0.495 |
| ECOG-PS | 0.457 | ||
| 0 | 7 (24.1%) | 21 (35%) | |
| 1 | 16 (55.2%) | 25 (41.7%) | |
| >1 | 6 (20.7%) | 14 (23.3%) | |
| Cancer type | 0.823 | ||
| MM | 20 (66.7%) | 45 (72.6%) | |
| NSCLC | 8 (26.7%) | 13 (21%) | |
| other | 2 (6.7%) | 4 (6.5%) | |
| NLR | 0.421 | ||
| <3 (low) | 10 (38.5%) | 25 (48.1%) | |
| ≥3 (high) | 16 (61.5%) | 27 (51.9%) | |
| LDH | 0.006 | ||
| ≤ULN (245 U/L) | 8 (33.3%) | 30 (68.2%) | |
| >ULN (245 U/L) | 16 (66.7%) | 14 (31.8%) | |
| Extracranial disease | 11 (37.9%) | 30 (51.7%) | 0.224 |
| Number of BMs | 0.145 | ||
| ≤2 | 21 (72.4%) | 35 (56.5%) | |
| >2 | 8 (27.6%) | 27 (43.5%) | |
| Total PTV (cm3), mean ± STD | 192.1 ± 388.5 | 318.7 ± 478.6 | 0.046 |
| Total PTV (cm3) | 0.170 | ||
| ≤3 | 15 (53.6%) | 22 (37.9%) | |
| >3 | 13 (46.4%) | 36 (62.1%) | |
| Neurological symptoms | 10 (35.7%) | 28 (46.7%) | 0.334 |
| Treatment characteristics | |||
| RT concept | 0.306 | ||
| SRS | 24 (80%) | 41 (65.1%) | |
| WBRT | 5 (16.7%) | 16 (25.4%) | |
| other | 1 (3.3%) | 6 (9.5%) | |
| BED (Gy), mean ± STD | 58 ± 11.1 | 54.6 ± 9.5 | 0.143 |
| BED (Gy) | 0.319 | ||
| <60 | 8 (27.6%) | 23 (38.3%) | |
| ≥60 | 21 (72.4%) | 37 (61.7%) | |
| RT courses | 0.107 | ||
| 1 | 14 (46.7%) | 18 (29.5%) | |
| >1 | 16 (53.3%) | 43 (70.5%) | |
| RT timing | <0.001 | ||
| concurrently | 0 (0%) | 63 (100%) | |
| before ICI | 19 (63.3%) | 0 (0%) | |
| after ICI | 11 (36.7%) | 0 (0%) | |
| Dexamethasone | 0.055 | ||
| no | 1 (3.6%) | 9 (15.5%) | |
| prophylactic dose ≤4 mg | 24 (85.7%) | 35 (60.3%) | |
| therapeutic dose >4 mg | 3 (10.7%) | 14 (24.1%) | |
| ICI duration (weeks), mean ± STD | 15.9 ± 19.2 | 27.0 ± 24.3 | 0.067 |
| Prior systemic treatment | 23 (79.3%) | 38 (63.3%) | 0.128 |
| Prior anti-CTLA4 treatment | 11 (36.7%) | 11 (18%) | 0.051 |
STD = standard deviation; ECOG-PS = Eastern Cooperative Oncology Group Performance Status; MM = malignant melanoma; NSCLC = non-small cell lung carcinoma; RCC = renal cell carcinoma; NHL = non-Hodgkin lymphoma; NLR = neutrophil-to-lymphocyte ratio; LDH = lactate dehydrogenase; ULN = upper limit of normal; BM = brain metastasis; PTV = planning target volume; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy; BED = biologically effective dose; ICI = immune checkpoint inhibitor; anti-CTLA4 = anticytotoxic T-lymphocyte-associated protein 4.
Follow-up and outcome data of the entire RT-ICI cohort.
| Follow-Up/Outcome | All Patients ( |
|---|---|
| Follow-up (months), mean ± STD | 23.8 ± 24.3 |
| OS (months), median (95% CI) | 12.19 (4.36–20.02) |
| OS status | |
| alive | 23 (25.8%) |
| dead | 66 (74.2%) |
| PFS (months), median (95% CI) | 4.70 (2.53–6.86) |
| LC | |
| 3 months | 52 (69.3%) |
| 6 months | 50 (89.3%) |
| Overall response rate | |
| CR | 7 (7.6%) |
| PR | 15 (16.3%) |
| SD | 15 (16.3%) |
| PD | 55 (59.8%) |
| Clinical benefit (CR + PR + SD) | 37 (40.2%) |
| Progression rate | |
| cerebral progression | 13 (14.3%) |
| systemic progression | 13 (14.3%) |
| overall progression | 39 (42.9%) |
| no progression | 26 (28.6%) |
| cerebral response rate | 39 (42.9%) |
| abscopal effects | 5 (9.1%) |
| pseudoprogression | 13 (17.8%) |
STD = standard deviation; CI = confidence interval; OS = overall survival; RT = radiotherapy; ICI = immune checkpoint inhibitor; PFS = progression-free survival; LC = local control; CR = complete remission; PR = partial remission; SD = stable disease; PD = progressive disease; overall progression = cerebral and systemic progression.
Figure A1Kaplan–Meier curves for OS of the entire cohort RT-ICI. Kaplan–Meier curve comparisons were calculated using log rank test. Non-event cases are censored. (a) lactate dehydrogenase (LDH), (b) neurological symptoms, (c) prior anticytotoxic T-lymphocyte-associated protein 4 (anti-CTLA4), (d) prior anti-CTLA4 excluding cancer types other than malignant melanoma (MM), (e) applied RT courses at 12-month OS, cutoff 1. OS = overall survival, RT = radiotherapy, ICI = immune checkpoint inhibitor.
Univariate Cox proportional hazard regression analysis for OS and PFS.
| Characteristics for Univariate | OS | PFS | ||
|---|---|---|---|---|
| Gender (reference: male) | ||||
| female vs. male | 1.256 (0.765–2.062) | 0.368 | 1.267 (0.798–2.011) | 0.316 |
| Age (years) (reference: ≤65) | ||||
| >65 vs. ≤65 years | 1.149 (0.701–1.883) | 0.581 | 0.83 (0.523–1.317) | 0.429 |
| ECOG-PS (reference: ECOG 0); overall log rank | 0.031 | 0.255 | ||
| 1 vs. 0 | 1.823 (0.991–3.354) | 0.053 | 1.523 (0.896–2.590) | 0.120 |
| ≥2 vs. 0 | 2.532 (1.228–5.222) | 0.012 | 1.515 (0.784–2.929) | 0.217 |
| Cancer type (reference: other) | ||||
| MM vs. other | 0.457 (0.267–0.782) | 0.004 | 0.628 (0.382–1.033) | 0.067 |
| NLR (reference: low (<3)) | ||||
| ≥3 (high) vs. <3 (low) | 2.037 (1.184–3.506) | 0.010 | 1.318 (0.81–2.143) | 0.266 |
| LDH (reference: normal, ≤ULN) | ||||
| >ULN (245 U/L) vs. ≤ULN (245 U/L) | 1.853 (1.059–3.241) | 0.031 | 1.066 (0.630–1.803) | 0.812 |
| Extracranial disease (reference: no) | ||||
| yes vs. no | 1.132 (0.684–1.875) | 0.629 | 0.767 (0.484–1.214) | 0.257 |
| Number of BM (reference: ≤2 BM) | ||||
| >2 vs. ≤2 | 1.154 (0.691–1.926) | 0.585 | 1.616 (1.004–2.599) | 0.048 |
| PTV (cm3) (reference: ≤3) | ||||
| >3 vs. ≤3 | 2.213 (1.305–3.754) | 0.003 | 1.819 (1.124–2.943) | 0.015 |
| Neurological symptoms (reference: no) | ||||
| yes vs. no | 2.114 (1.285–3.478) | 0.003 | 1.424 (0.897–2.262) | 0.134 |
| RT concept (reference: SRS) | ||||
| WBRT vs. SRS | 1.985 (1.112–3.543) | 0.019 | 1.828 (1.053–3.174) | 0.032 |
| BED (Gy) (reference: <60) | ||||
| ≥60 vs. <60 | 0.519 (0.309–0.871) | 0.013 | 0.599 (0.370–0.969) | 0.037 |
| RT courses (reference: 1) | ||||
| >1 vs. 1 | 0.725 (0.433–1.213) | 0.221 | 0.620 (0.386–0.995) | 0.048 |
| RT timing, 12 months (reference: non-concurrent) | ||||
| concurrent vs. non-concurrent | 0.527 (2.86–0.973) | 0.041 | 0.883 (0.526–1.485) | 0.640 |
| RT timing (reference: concurrent); overall log rank | <0.001 | 0.067 | ||
| RT after ICI vs. concurrent | 3.971 (1.839–7.814) | <0.001 | 2.104 (1.079–4.099) | 0.029 |
| RT before ICI vs. concurrent | 0.955 (0.504–1.809) | 0.887 | 0.964 (0.546–1.703) | 0.900 |
| Dexamethasone application >4 mg (reference: no) | ||||
| yes vs. no | 1.698 (0.941–3.063) | 0.079 | 1.477 (0.833–2.617) | 0.182 |
| Prior systemic treatment (reference: no) | ||||
| yes vs. no | 0.983 (0.581–1.663) | 0.950 | 1.194 (0.724–1.968) | 0.488 |
| Prior anti-CTLA4 treatment (reference: no) | ||||
| yes vs. no | 0.498 (0.271–0.914) | 0.024 | 0.586 (0.338–1.014) | 0.056 |
| Abscopal effects (reference: no) | ||||
| yes vs. no | 0.847 (0.301–2.379) | 0.752 | 2.036 (0.786–5.271) | 0.143 |
| Pseudoprogression (reference: no) | ||||
| yes vs. no | 0.687 (0.32–1.474) | 0.335 | 0.646 (0.316–1.319) | 0.230 |
| Immune-related adverse events (reference: no) | ||||
| yes vs. no | 0.677 (0.399–1.15) | 0.149 | 0.637 (0.388–1.046) | 0.075 |
| Radionecrosis (reference: no) | ||||
| yes vs. no | 1.152 (0.523–2.54) | 0.725 | 0.795 (0.364–1.734) | 0.564 |
When comparing more than two categories, the p-value of the overall log rank test is also provided. OS = overall survival; PFS = progression-free survival; ECOG-PS = Eastern Cooperative Oncology Group Performance Status; MM = malignant melanoma; NLR = neutrophil-to-lymphocyte ratio; LDH = lactate dehydrogenase; ULN = upper limit of normal; BM = brain metastasis; PTV = planning target volume; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy; BED = biologically effective dose; ICI = immune checkpoint inhibitor; anti-CTLA4 = anticytotoxic T-lymphocyte-associated protein 4.
Patient, lesion, and treatment characteristics.
| Patient and Lesion Characteristics | All Patients ( | Non-Concurrent RT-ICI ( | Concurrent RT-ICI ( | |
|---|---|---|---|---|
| BMI (kg/m2) | 0.469 | |||
| UW (<18.5) | 4 (4.8%) | 0 (0%) | 4 (7.3%) | |
| NW (18.5–24.9) | 27 (32.1%) | 10 (34.5%) | 17 (30.9%) | |
| OW (25.0–29.9) | 28 (33.3%) | 11 (37.9%) | 17 (30.9%) | |
| OB (≥30) | 25 (29.8%) | 8 (27.6%) | 17 (30.9%) | |
| PD-L1 status | 0.640 | |||
| ≥1% (positive) | 20 (51.3%) | 4 (44.4%) | 16 (53.3%) | |
| <1% (negative) | 19 (48.7%) | 5 (55.6%) | 14 (46.7%) | |
| High tumor burden | 55 (62.5%) | 15 (51.7%) | 40 (67.8%) | 0.143 |
| Treatment characteristics | ||||
| Prior RT | 41 (45.6%) | 13 (43.3%) | 28 (46.7%) | 0.765 |
| ICI type | 0.426 | |||
| pembrolizumab | 63 (67.7%) | 22 (73.3%) | 41 (65.1%) | |
| nivolumab | 30 (32.3%) | 8 (26.7%) | 22 (34.9%) | |
| ICI duration (weeks), mean ± STD | 22.2 ± 22.8 | 15.9 ± 19.2 | 27.0 ± 24.3 | 0.067 |
| Prior systemic treatment | 61 (68.5%) | 23 (79.3%) | 38 (63.3%) | 0.128 |
BMI = body mass index; OW = overweight; UW = underweight; NW = normal weight; OB = obese; PD-L1 = programmed death-ligand 1; RT = radiotherapy; ICI = immune checkpoint inhibitor. High tumor burden: Defined as multiple metastases (n > 10) intra- and/or extracranial.
Characteristics for univariate Cox regression analysis.
| Characteristics for Univariate | OS | PFS | ||
|---|---|---|---|---|
| BMI (kg/m2) (reference: OW); overall log rank | 0.127 | <0.001 | ||
| UW vs. OW | 3.354 (0.982–11.460) | 0.054 | 12.471 (3.415–45.542) | <0.001 |
| NW vs. OW | 1.072 (0.561–2.046) | 0.834 | 1.358 (0.753–2.446) | 0.309 |
| OB vs. OW | 1.590 (0.854–2.961) | 0.144 | 1.590 (0.877–2.885) | 0.127 |
| PD-L1 status (reference: positive) | ||||
| negative vs. positive | 0.678 (0.293–1.57) | 0.364 | 1.421 (0.683–2.958) | 0.348 |
| High tumor burden (reference: no) | ||||
| yes vs. no | 1.223 (0.733–2.042) | 0.440 | 0.957 (0.6–1.527) | 0.854 |
| ICI type (reference: pembrolizumab) | ||||
| nivolumab vs. pembrolizumab | 0.994 (0.575–1.719) | 0.982 | 1.282 (0.782–2.1) | 0.325 |
| Prior systemic treatment (reference: no) | ||||
| yes vs. no | 0.983 (0.581–1.663) | 0.950 | 1.194 (0.724–1.968) | 0.488 |
BMI = body mass index; OW = overweight; UW = underweight; NW = normal weight; OB = obese; PD-L1 = programmed death ligand 1; ICI = immune checkpoint inhibitor. High tumor burden: Defined as multiple metastases (n > 10) intra- and/or extracranial.
Multivariate Cox proportional hazard regression analysis for OS.
| Characteristics for Multivariate | OS | |
|---|---|---|
| ECOG-PS (reference: ECOG 0) | ||
| 1 vs. 0 | 1.694 (0.873–3.289) | 0.119 |
| ≥2 vs. 0 | 2.756 (1.253–6.061) | 0.012 |
| Cancer type (reference: other) | ||
| MM vs. other | 0.516 (0.288–0.926) | 0.026 |
| RT timing (reference: non-concurrent) | ||
| concurrent vs. non-concurrent | 0.539 (0.299–0.971) | 0.040 |
| RT concept (reference: SRS) | ||
| WBRT vs. SRS | 0.763 (0.280–2.077) | 0.596 |
| other vs. SRS | 0.117 (0.014–1.006) | 0.051 |
| BED (Gy) (reference: <60) | ||
| ≥60 vs. <60 | 0.494 (0.195–1.252) | 0.137 |
| PTV (cm3) (reference: ≤3) | ||
| >3 vs. ≤3 | 1.947 (1.007–3.763) | 0.048 |
OS = overall survival; HR = hazard ratio; CI = confidence interval; ECOG-PS = Eastern Cooperative Oncology Group Performance Status; MM = malignant melanoma; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy; BED = biologically effective dose; PTV = planning target volume.
Selected OS rates for 6, 12, 24, and 36 months regarding different covariates.
| Characteristics for Selected OS Rates | 6-Month | 12-Month | 24-Month | 36-Month | |
|---|---|---|---|---|---|
| All patients ( | 70.8% | 50.7% | 40.0% | 32.1% | |
| ECOG-PS | 0.031 | ||||
| 0 | 88.7% | 69.4% | 61.3% | 52.4% | |
| 1 | 68.3% | 48.8% | 36.6% | 26.6% | |
| >1 | 50.0% | 27.8% | 16.7% | 0% | |
| Cancer type | 0.003 | ||||
| MM | 77.8% | 57.1% | 44.3% | 37.6% | |
| other | 51.8% | 33.0% | 28.3% | 17.7% | |
| NLR | 0.009 | ||||
| <3 (low) | 85.3% | 61.8% | 55.9% | 46.6% | |
| ≥3 (high) | 58.5% | 39.0% | 26.8% | 20.1% | |
| LDH | 0.028 | ||||
| ≤ULN (245 U/L) | 89.5% | 68.4% | 47.4% | 39.5% | |
| >ULN (245 U/L) | 50.0% | 30.0% | 30.0% | 26.3% | |
| PTV | 0.002 | ||||
| ≤3 cm3 | 89.2% | 62.2% | 53.8% | 44.8% | |
| >3 cm3 | 53.9% | 38.1% | 26.9% | 22.4% | |
| Neurological symptoms | 0.003 | ||||
| yes | 50.0% | 34.2% | 26.3% | 21.1% | |
| no | 87.0% | 65.3% | 52.1% | 42.5% | |
| RT concept | 0.016 | ||||
| SRS | 80.2% | 55.1% | 43.3% | 34.2% | |
| WBRT | 36.8% | 26.3% | 21.1% | 21.1% | |
| BED | 0.011 | ||||
| <60 | 41.4% | 31.0% | 24.1% | 24.1% | |
| ≥60 | 85.8% | 60.8% | 48.2% | 35.7% | |
| RT-ICI application | 0.173 | ||||
| concurrently | 77.4% | 58.1% | 44.0% | 34.2% | |
| non-concurrently | 57.1% | 35.7% | 32.1% | 28.1% | |
| RT timing | <0.001 | ||||
| concurrently | 77.4% | 58.1% | 44.0% | 34.2% | |
| before ICI | 76.5% | 47.1% | 47.1% | 41.2% | |
| after ICI | 27.3% | 18.2% | 9.1% | 9.1% | |
| Dexamethasone application | 0.075 | ||||
| >4 mg | 41.2% | 29.4% | 29.4% | 23.5% | |
| ≤4 mg | 77.1% | 55.5% | 43.1% | 34.8% | |
| Prior anti-CTLA4 treatment | 0.022 | ||||
| yes | 90.9% | 68.2% | 50.0% | 50.0% | |
| no | 63.8% | 44.7% | 36.6% | 25.3% | |
| Abscopal effects | 0.752 | ||||
| yes | 100% | 80.0% | 40.0% | 40.0% | |
| no | 64.0% | 46.0% | 34.0% | 26.0% | |
| Pseudoprogression | 0.332 | ||||
| yes | 100% | 76.9% | 53.8% | 46.2% | |
| no | 78.0% | 53.8% | 42.6% | 32.0% | |
| Immune-related adverse events | 0.147 | ||||
| yes | 79.1% | 62.8% | 46.2% | 35.6% | |
| no | 62.5% | 37.5% | 31.3% | 28.1% |
OS = overall survival; ECOG-PS = Eastern Cooperative Oncology Group Performance Status; MM = malignant melanoma; NLR = neutrophil-to-lymphocyte ratio; LDH = lactate dehydrogenase; ULN = upper limit of normal; PTV = planning target volume; RT = radiotherapy; SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy; BED = biologically effective dose; ICI = immune checkpoint inhibitor; anti-CTLA4 = anticytotoxic T-lymphocyte-associated protein 4.
Figure 2Kaplan–Meier curves for OS of the entire RT-ICI cohort regarding different covariates. Kaplan–Meier curve comparisons were calculated using log rank test. Non-event cases are censored. (a) Entire cohort RT-ICI; considering different covariates: (b) Eastern Cooperative Oncology Group Performance Status (ECOG-PS), (c) cancer type (MM = malignant melanoma), (d) NLR (neutrophil-to-lymphocyte ratio), cutoff 3, (e) planning target volume (PTV), cutoff 3 cm3, (f) biologically effective dose (BED), cutoff 60 Gy, (g) radiotherapy (RT) concept, SRS = stereotactic radiosurgery; WBRT = whole brain radiation therapy, (h) pseudoprogression, (i) immune-related adverse events (IrAEs) at 12-month OS.
Follow-up and outcome data with respect to concurrent and non-concurrent RT-ICI therapy.
| Follow-Up/Outcome | Non-Concurrent RT-ICI ( | Concurrent RT-ICI ( | |
|---|---|---|---|
| Follow-up (months), mean ± STD | 25.7 ± 34.5 | 22.9 ± 17.6 | 0.591 |
| OS (months), median (95% CI) | 6.83 (2.15–11.52) | 17.61 (6.02–29.20) | 0.173 |
| RT before ICI | 10.15 (0.00–33.48) | - | |
| RT after ICI | 2.20 (0.00–5.25) | - | |
| OS status | 0.071 | ||
| alive | 4 (13.8%) | 19 (31.7%) | |
| dead | 25 (86.2%) | 41 (68.3%) | |
| PFS (months), median (95% CI) | 4.70 (1.18–7.01) | 5.49 (1.80–9.18) | 0.383 |
| RT before ICI | 5.29 (3.79–6.79) | - | |
| RT after ICI | 2.14 (1.43–2.84) | - | |
| LC | |||
| 3 months | 18 (81.8%) | 34 (64.2%) | 0.131 |
| 6 months | 9 (69.2%) | 41 (95.3%) | 0.008 |
| Lesion response at 3 months | 0.552 | ||
| smaller/stable | 17 (65.4%) | 30 (51.7%) | |
| larger/new bm | 3 (11.5%) | 11 (19%) | |
| mixed response | 1 (3.8%) | 8 (13.8%) | |
| Lesion response at 6 months | 0.107 | ||
| smaller/stable | 8 (61.5%) | 37 (75.5%) | |
| larger/new bm | 2 (15.4%) | 0 (0%) | |
| mixed response | 1 (7.7%) | 2 (4.1%) | |
| Overall response rate | 0.151 | ||
| CR | 1 (3.3%) | 6 (9.7%) | |
| PR | 7 (23.3%) | 8 (12.9%) | |
| SD | 2 (6.7%) | 13 (21%) | |
| PD | 20 (66.7%) | 35 (56.5%) | |
| Clinical benefit (CR + PR + SD) | 10 (33.3%) | 27 (43.5%) | |
| Progression rate | 0.015 | ||
| cerebral progression | 3 (10%) | 10 (16.4%) | |
| systemic progression | 7 (23.3%) | 6 (9.8%) | |
| overall progression | 17 (56.7%) | 22 (36.1%) | |
| no progression | 3 (10%) | 23 (37.7%) | |
| cerebral response rate | 10 (33.3%) | 29 (47.5%) | 0.198 |
| abscopal effects | 0 (0%) | 5 (16.1%) | 0.039 |
| pseudoprogression | 1 (5%) | 12 (22.6%) | 0.079 |
STD = standard deviation; CI = confidence interval; OS = overall survival; RT = radiotherapy; ICI = immune checkpoint inhibitor; PFS = progression-free survival; LC = local control; CR = complete remission; PR = partial remission; SD = stable disease; PD = progressive disease; overall progression = cerebral and systemic progression.
Figure 3Kaplan–Meier curves for OS comparing concurrent RT-ICI and non-concurrent RT-ICI in different subgroups: (a) Entire cohort and (b) regarding timing; considering the different subgroups: (c) Cancer type: Other than malignant melanoma (MM), (d) neutrophil-to-lymphocyte ratio (NLR) low <3, (e) planning target volume (PTV) high >3 cm3, (f) biologically effective dose (BED) low <60 Gy, (g) dexamethasone intake ≤4 mg, (h) no prior anticytotoxic T-lymphocyte-associated protein 4 (anti-CTLA4), (i) no prior anti-CTLA4 in MM patients. OS = overall survival, RT = radiotherapy, ICI = immune checkpoint inhibitor.
Figure A2“Opposing” Kaplan–Meier curves for OS comparing concurrent RT-ICI and non-concurrent RT-ICI in different subgroups: (a) neutrophil-to-lymphocyte ratio (NLR) high ≥3, (b) cancer type malignant melanoma (MM), (c) planning target volume (PTV) low ≤3 cm3, (d) biologically effective dose (BED) high ≥60 Gy, (e) prior anticytotoxic T-lymphocyte-associated protein 4 (anti-CTLA4), (f) dexamethasone intake >4 mg. OS = overall survival, RT = radiotherapy, ICI = immune checkpoint inhibitor.
Adverse events (AEs) and CTCAE grades of all patients and the two treatment groups with non-concurrent and concurrent RT-ICI therapy.
| Adverse Events (AEs) | All Patients ( | Non-Concurrent RT-ICI ( | Concurrent RT-ICI ( | |
|---|---|---|---|---|
| All AEs | 60 (74.1%) | 19 (70.4%) | 41 (75.9%) | 0.591 |
| CTCAE Grade 1 | 10 (16.7%) | 3 (15.8%) | 7 (17.1%) | 0.746 |
| CTCAE Grade 2 | 33 (55%) | 9 (47.4%) | 24 (58.5%) | |
| CTCAE Grade 3 | 12 (20%) | 5 (26.3%) | 7 (17.1%) | |
| CTCAE Grade 4 | 1 (1.7%) | 0 (0%) | 1 (2.4%) | |
| Immune-related AEs | 44 (56.4%) | 12 (46.2%) | 32 (61.5%) | 0.196 |
| CTCAE Grade 1 | 11 (25%) | 3 (25%) | 8 (25%) | 0.071 |
| CTCAE Grade 2 | 24 (54.5%) | 4 (33.3%) | 20 (62.5%) | |
| CTCAE Grade 3 | 6 (13.6) | 3 (25%) | 3 (9.4%) | |
| CTCAE Grade 4 | 1 (2.3%) | 0 (0%) | 1 (3.1%) | |
| Acute CNS toxicity | 27 (35.1%) | 6 (22.2%) | 21 (42%) | 0.083 |
| CTCAE Grade 1 | 4 (14.8%) | 1 (16.7%) | 3 (14.3%) | 0.884 |
| CTCAE Grade 2 | 17 (63%) | 3 (50%) | 14 (66.7%) | |
| CTCAE Grade 3 | 3 (11.1%) | 1 (16.7%) | 2 (9.5%) | |
| Fatigue | 25 (32.1%) | 8 (29.6%) | 17 (33.3%) | 0.739 |
| CTCAE Grade 1 | 10 (40%) | 1 (12.5%) | 9 (52.9%) | 0.104 |
| CTCAE Grade 2 | 9 (36%) | 3 (37.5%) | 6 (3.3%) | |
| CTCAE Grade 3 | 5 (20%) | 3 (37.5%) | 2 (11.8%) | |
| Other AEs | 10 (13%) | 4 (14.8%) | 6 (12%) | 0.726 |
| CTCAE Grade 1 | 4 (40%) | 1 (25%) | 3 (50%) | 0.251 |
| CTCAE Grade 2 | 2 (20%) | 0 (0%) | 2 (33.3%) | |
| CTCAE Grade 3 | 3 (30%) | 2 (50%) | 1 (16.7%) | |
| Radionecrosis | 8 (9%) | 1 (3.4%) | 7 (11.7%) | 0.204 |
AEs = adverse events; CTCAE = Common Terminology Criteria for Adverse Events.