Literature DB >> 33109224

Immune checkpoint inhibition in patients treated with stereotactic radiation for brain metastases.

Emily S Kowalski1, Jill S Remick2, Kai Sun1, Gregory S Alexander2, Rahul Khairnar3, Emily Morse4, Hua-Ren Cherng4, Lars J Berg4, Yannick Poirier1, Narottam Lamichhane1, Stewart Becker1, Shifeng Chen1, Jason K Molitoris1, Young Kwok1, William F Regine1, Mark V Mishra5.   

Abstract

PURPOSE: Stereotactic radiation therapy (SRT) and immune checkpoint inhibitors (ICI) may act synergistically to improve treatment outcomes but may also increase the risk of symptomatic radiation necrosis (RN). The objective of this study was to compare outcomes for patients undergoing SRT with and without concurrent ICI. METHODS AND MATERIALS: Patients treated for BMs with single or multi-fraction SRT were retrospectively reviewed. Concurrent ICI with SRT (SRT-ICI) was defined as administration within 3 months of SRT. Local control (LC), radiation necrosis (RN) risk and distant brain failure (DBF) were estimated by the Kaplan-Meier method and compared between groups using the log-rank test. Wilcoxon rank sum and Chi-square tests were used to compare covariates. Multivariate cox regression analysis (MVA) was performed.
RESULTS: One hundred seventy-nine patients treated with SRT for 385 brain lesions were included; 36 patients with 99 lesions received SRT-ICI. Median follow up was 10.3 months (SRT alone) and 7.7 months (SRT- ICI) (p = 0.08). Lesions treated with SRT-ICI were more commonly squamous histology (17% vs 8%) melanoma (20% vs 2%) or renal cell carcinoma (8% vs 6%), (p < 0.001). Non-small cell lung cancer (NSCLC) compromised 60% of patients receiving ICI (n = 59). Lesions treated with SRT-ICI had significantly improved 1-year local control compared to SRT alone (98 and 89.5%, respectively (p = 0.0078). On subset analysis of NSCLC patients alone, ICI was also associated with improved 1 year local control (100% vs. 90.1%) (p = 0.018). On MVA, only tumor size ≤2 cm was significantly associated with LC (HR 0.38, p = 0.02), whereas the HR for concurrent ICI with SRS was 0.26 (p = 0.08). One year DBF (41% vs. 53%; p = 0.21), OS (58% vs. 56%; p = 0.79) and RN incidence (7% vs. 4%; p = 0.25) were similar for SRT alone versus SRT-ICI, for the population as a whole and those patients with NSCLC.
CONCLUSION: These results suggest SRT-ICI may improve local control of brain metastases and is not associated with an increased risk of symptomatic radiation necrosis in a cohort of predominantly NSCLC patients. Larger, prospective studies are necessary to validate these findings and better elucidate the impact of SRT-ICI on other disease outcomes.

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Year:  2020        PMID: 33109224      PMCID: PMC7590444          DOI: 10.1186/s13014-020-01644-x

Source DB:  PubMed          Journal:  Radiat Oncol        ISSN: 1748-717X            Impact factor:   3.481


Introduction

Multiple studies have established stereotactic radiation therapy (SRT) as the preferred non-surgical treatment for patients with limited brain metastases (BMs) given the increased risk of neurocognitive decline following whole brain radiotherapy (WBRT) [1-7]. More recent literature suggests improved survival with SRT over WBRT in the context of re-treatment upon intracranial progression [8]. As the number of patients with metastatic cancer receiving immune checkpoint inhibitors (ICIs) continues to increase, the interactions between ICIs and SRT require investigation. Several prospective trials have demonstrated activity of ICIs in the brain, with response rates of ranging from 26% to 57% in absence of brain radiotherapy [9, 10]. SRS/SRT has been found to act synergistically with ICIs through multiple mechanisms including stimulating the release of tumor antigens, enhancing activation of antigen presenting cells, increasing the permeability of the blood-brain barrier and upregulating cell-surface molecules targeted by ICIs [11, 12]. Several retrospective studies, primarily involving patients with melanoma, have demonstrated an improvement in disease outcomes associated with SRT and concurrent ICI administration [13-15]. However, there remains concern that concurrent SRT and ICI may also lead to an increased risk of symptomatic toxicity given that normal tissues also express PD-L1 to prevent T-cell mediated damage of normal tissue [16]. A retrospective study evaluated 80 patients with melanoma who received ICI within one week of SRS for brain metastases suggested that SRS with concurrent ICI may improve treatment outcomes, however, potentially at the expense of an increased risk of developing symptomatic radiation necrosis (RN) [17]. Other single institutional series have corroborated these findings. For example, Helis and colleagues reported an increased risk of adverse radiation events including subacute edema, pseudoprogression and radiation necrosis at 2 years (4.5% vs 2.1%) in their population of patients treated with frame-based SRS with and without concurrent ICI, respectively [18]. In a population of patients. with non-small cell lung cancer (NSCLC), melanoma and renal cell carcinoma, Martin et al. also found that patients treated with ICIs and SRS/SRT were significantly more likely to experience symptomatic radiation necrosis and this association was most predominant in patients with melanoma [19]. The purpose of this study is to compare outcome for patients with BMs treated with single-fraction stereotactic radiosurgery (SRS) or multiple-fraction (MF) SRT with or without concurrent ICIs within a single academic network of radiation oncology centers.

Materials and methods

A retrospective multi-center review was conducted of patients treated for BMs with SRS or MF-SRT within an academic network. Concurrent ICI was defined as administration of ICI in the 3 month period leading up to or immediately after SRS or SRT. ICIs included: Anti cytotoxic T-lymphocyte associated protein 4 (CTLA-4, Ipilimumab), anti-programmed cell death receptor (PD-1, Pembrolizumab, Nivolumab) and anti-programmed cell death ligand (PD-L1, Durvalumab, Atezolizumab). Eligible patients had undergone diagnostic MRI and at least one post-SRT MRI. Endpoints analyzed included local control, distant brain control, overall survival and radiation necrosis.

Treatment planning and delivery

SRS was performed with either frame-based cobalt radiosurgery delivery device or a frameless linear accelerator (LINAC) based technique with a robotic 6-degree of freedom couch. MF-SRT was delivered using LINACs. Gross tumor volume was defined as the contrast enhancing tumor volume on T1 axial MRI fused with a treatment planning CT scan. For LINAC-based treatments, a clinical tumor volume margin was added when treating the cavity in cases of prior resections. A planning target volume (PTV) margin was added at physician discretion based on setup uncertainty. There was no PTV margin used for lesions treated with frame-based SRS. For SRS, prescription dose was dependent on the lesion size as follows: ≤ 2 cm (21–24 Gy), 2-3 cm (18 Gy) and 3–4 cm (15 Gy). Dosing for post-operative SRS was determined by surgical cavity volume. For MF-SRT, dosing regimens were at the discretion of the treating physician. The prescription dose was prescribed to the 50% isodose line for frame-based SRS and the 80% isodose line for those lesions treated with the LINAC.

Patient follow-up

Clinical assessment and MRI surveillance occurred 1 month after treatment and every 3 months thereafter. Local failure (LF) and radiation necrosis (RN) were documented based on clinical assessment, imaging findings and pathology. Tumor progression required 2 consecutive MRIs with increased T1 contrast enhancement and increased vascular flow on perfusion MRI, when available. Criteria for radiation necrosis included: 1) increased T1 enhancement in the high dose radiation field associated with increased peripheral edema and a central region of hypo-intensity, 2) a decrease or resolution of enhancement on subsequent follow up imaging, and 3) absence of increased vascular flow on perfusion-weighted MRI sequences.

Statistical analysis

The primary endpoints of this study were LF and incidence of RN. Time to LF and RN were defined from treatment start date to event or last follow-up date. LC, DBF and RN probability were estimated by the Kaplan-Meier method and compared between groups using the log-rank test. Patients were censored at date of last follow-up or death, or at date of salvage WBRT (for LC and RN endpoints). Characteristics of patients treated with and without concurrent ICI were compared using Wilcoxon rank sum tests for continuous and chi-square tests for categorical variables. Covariates that were clinically relevant to the outcome of interest or significant on univariate analysis were included in the multivariate model. Subset analyses of non-small cell lung cancer (NSCLC) lesions and timing of immunotherapy delivery were performed. SAS (version 9.4, SAS Institute, Cary, NC) statistics software was utilized. All statistical analyses were performed at a significance level of 0.05.

Results

Patient and tumor characteristics

Three hundred eighty-five treated brain lesions from 179 patients were included. Ninety-nine lesions were treated with SRS or SRT with ICI and 286 lesions received SRS or SRT alone. Patient and lesion characteristics are shown in Table 1. ICIs administered included Pembrolizumab (n = 44, 44%), Nivolumab (n = 34, 34%), Ipilimumab (n = 8, 8%), Atezolizumab (n = 5, 5%), Durvalumab (n = 3, 3%), both Nivolumab and Ipilimumab (n = 4, 4%), unknown (n = 1, 1%). Compared to patients treated with radiation alone, patients treated with radiation and ICI more commonly had squamous histology (17% vs 8%), melanoma (20% vs 2%) or renal cell carcinoma (8% vs 6%) (p < 0.001). In addition, lesions treated with SRS + ICI were less frequently treated with cytotoxic systemic therapy (11% vs 24%; p = 0.007) or prior WBRT (22% vs 38%)(p = 0.04).
Table 1

Patient and Lesion Characteristics

Variables by patientSRS alone (%) N = 143SRS-ICI (%) N = 36P-value
Median Follow up (q1, q3)10.3 (5.8, 12.0)7.7 (4.2, 12.0)0.08
Median age (q1, q3)60 (54, 67)59 (55, 71)0.65
Race
 White95 (66)26 (72)0.51
 Other48 (34)10 (28)
KPS
 80–100105 (73)29 (81)0.38
 50–7038 (27)7 (19)
Primary Site
 Lung75 (52)22 (61)0.35
 Other68 (48)14 (39)
Histology
 Renal cell9 (6.3)3(8.3)< 0.001
 Melanoma3 (2.1)7 (19.5)
 Squamous cell11(7.7)6 (16.7)
 Adenocarcinoma91 (63.6)17 (47.2)
 Other29 (20.3)3 (8.3)
Active Extra-CNS Disease0.36
 Extensive62 (43)20 (56)
 Bone only8 (6)3 (8)
 Primary only41 (29)9 (25)
 None32 (22)4 (11)
Prior WBRT0.01
 Yes49 (34)4 (11)
 No94 (66)32 (89)
Variables by lesionSRS alone (%) N = 286SRS-ICI (%) N = 99P-value
Tumor size0.03
  ≤ 2 cm226 (79)88 (89)
  > 2 cm60 (21)11 (11)
SRS fractions
 Single fraction203 (71)77 (78)0.19
 Multi-fraction83 (29)22 (22)
Surgical Resection
 No265 (93)93 (94)0.67
 Yes21 (7)6 (6)
Concurrent Systemic therapy0.007
 Yes68 (24)11 (11)
 No218 (76)88 (89)
Prior WBRT0.004
 Yes108 (37.8)22 (22.2)
 No178 (62.2)77 (77.8)
Histology< 0.001
 Renal cell14 (4.9)15 (15.1)
 Melanoma12 (4.2)20 (20.2)
 Squamous cell18 (6.3)10 (10.1)
 Adenocarcinoma185 (64.7)48 (48.5)
 Other57 (19.9)6 (6.1)
Median Prescription Dose for SRS (single fraction)21 (20, 24)24 (21, 24)< 0.001
Median Biologically Equivalent Dose for SRT (multiple fraction)38 (36, 43)50 (38, 51)0.002
Patient and Lesion Characteristics

Treatment outcomes and toxicity

The median follow-up time was 10.3 months (SRS/SRT alone) and 7.7 months (SRS/SRT-ICI), (p = 0.08). Patients who received SRS/SRT-ICI had significantly improved Kaplan-Meier estimates for local control (98.0% vs. 89.5%, p = 0.0078, Fig. 1a). A similar 1-year local control benefit (100% vs. 90.1%) was also observed in the subset of NSCLC lesions (n = 59, 60%) treated with SRS or SRT and ICI (Fig. 2a, p = .0175). On UVA, ICI (HR 0.18, p = 0.02) and tumor size ≤2 cm (HR 0.36, p = 0.01) significantly reduced the risk of local failure (Table 2). On MVA, tumor size was significantly correlated with reduced LF (HR 0.38, p = 0.02), whereas SRT-ICI was not (HR 0.26, p = 0.08). One-year DBF (53% SRS/SRT-ICI vs 41% SRS/SRT alone; p = 0.21) and OS (56% SRS/SRT-ICI vs 58% SRS/SRT alone; p = 0.79) did not differ between those treated with or without ICI. Subset analysis of the patients with NSCLC confirmed no significant difference in 1-year DBF (59% SRS/SRT-ICI vs. 44% SRS/SRT alone, p = 0.21) or 1-year OS (64% SRS/SRT-ICI vs 65% SRS/SRT alone, p = 0.88) between the two groups.
Fig. 1

Kaplan Meier comparison between SRS or SRT alone (blue) and SRS/SRT-ICI (red) in terms of a Local control, b Radiation necrosis-free survival

Fig. 2

Subset analysis of NSCLC patients. Kaplan Meier comparison between SRS or SRT alone (blue) and SRS/SRT-ICI (red) in terms of a Local control, b Radiation necrosis-free survival

Table 2

Univariate and multivariate analysis for local failure

CovariateHR (95% CI)P-value
Univariate
Surgical resection1.44 (0.44–4.75)0.55
Tumor size ≤2 cm0.36 (0.17–0.75)0.01
Concurrent systemic therapy1.37 (0.64–2.97)0.42
Location of metastasis1.10 (0.47–2.54)0.83
Histology
 Renal cell0.40 (0.04–3.55)0.41
 Melanoma0.34 (0.04–3.09)0.22
 Squamous cell1.67 (0.37–7.48)0.50
 Adenocarcinoma1.23 (0.42–3.56)0.71
Recent Immunotherapy0.18 (0.04–0.75)0.02
Prior WBRT1.88 (0.94–3.76)0.08
Multivariate
Recent immunotherapy0.26 (0.06–1.17)0.08
Prior WBRT1.66 (0.75–3.67)0.21
Tumor size ≤2 cm0.38 (0.17–0.84)0.02
Kaplan Meier comparison between SRS or SRT alone (blue) and SRS/SRT-ICI (red) in terms of a Local control, b Radiation necrosis-free survival Subset analysis of NSCLC patients. Kaplan Meier comparison between SRS or SRT alone (blue) and SRS/SRT-ICI (red) in terms of a Local control, b Radiation necrosis-free survival Univariate and multivariate analysis for local failure The 1-year incidence of symptomatic RN were similar for SRS/SRT-ICI and SRS/SRT alone at 4.0% and 7.3%, respectively (p = 0.25) (Fig. 1b), and was also similar on a subset analysis of only NSCLC lesions (3.4% SRS/SRT -ICI vs. 7.1% SRS/SRT alone, p = 0.31, Fig. 2b). Only tumor size ≤2 cm predicted for RN on both UVA and MVA analysis (Table 3). Initiation of ICI in relation to RT (initiated within 3 months before versus within 3 months after SRT) did not impact local control (Fig. 3a) or radiation necrosis (Fig. 3b).
Table 3

Univariate and multivariate analysis for radiation necrosis

CovariateHR (95% CI)P-value
Univariate
 Surgical resection1.92 (0.57–6.46)0.29
 Tumor size ≤2 cm0.28 (0.13–0.63)0.002
 Concurrent systemic therapy1.03 (0.41–2.59)0.94
 Location of metastasis1.23 (0.46–3.29)0.68
 Single vs Multi-fraction SRT1.24 (0.52–2.96)0.64
 Age0.99 (0.95–1.02)0.47
 Recent Immunotherapy0.50 (0.17–1.45)0.20
 Prior WBRT1.89 (0.86–4.15)0.11
Multivariate
 Recent immunotherapy0.98 (0.28–3.51)0.98
 Prior WBRT1.55 (0.56–4.31)0.40
 Tumor size ≤2 cm0.24 (0.09–0.64)0.004
Fig. 3

Subset analysis of timing of administration of ICI. Kaplan Meier comparison between administration of ICI within 3 months after SRS/SRT (blue) or administration of ICI within 3 months before SRS/SRT (red) in terms of a Local control, b Radiation necrosis-free survival

Univariate and multivariate analysis for radiation necrosis Subset analysis of timing of administration of ICI. Kaplan Meier comparison between administration of ICI within 3 months after SRS/SRT (blue) or administration of ICI within 3 months before SRS/SRT (red) in terms of a Local control, b Radiation necrosis-free survival

Discussion

In this multi-center experience of patients treated with SRS or SRT for brain metastases, we found no significant difference in the incidence of symptomatic RN between patients receiving SRS/SRT-ICI and those receiving SRS/SRT alone. Patients receiving SRS/SRT-ICI had a significantly improved 1-year local control rate compared to those receiving SRS or SRT alone, although there was only a trend towards significance on MVA. In contrast to previous studies, we found no differences in the rate of DBF or OS between the two cohorts [13, 14]. Unique to our study, the majority of lesions treated with anti-PDL1 therapies were NSCLC, whereas most series of concurrent ICI and SRS/SRT include predominantly melanomatous brain lesions. A subset analysis also demonstrated improved 1-yr local control when NSCLC lesions received SRS or SRT with ICI. It has been shown that patients with NSCLC treated with ICI and brain-directed therapy have inferior survival compared to other histologies [20]. Patients with NSCLC treated in this series may have succumbed to their systemic disease or competing risk factors for death before experiencing a distant brain failure. This is one factor which may explain the lack of benefit in distant brain control and overall survival with SRS/SRT -ICI in our study as compared to others. Overall, it appears that patients treated with SRS or SRT and ICI were treated more recently (range: 2014–2019) than patients treated with SRS or SRT alone (range: 2008–2019). This time discrepancy correlates with the recent surge in usage of ICI to treat metastatic malignancies [13, 15]. MRI technology available to patients at our centers has also improved dramatically over a similar time period. The cohort receiving SRS or SRT with ICI likely received more modern surveillance MRIs after SRS or SRT with thinner image slices and volumetric imaging. Therefore distant brain failures were likely to be more readily detected in this more modern cohort receiving ICI. A local control benefit with ICI has been less commonly observed. Analogous to our study, Chen et al. reported a significant improvement in local progression-free survival with concurrent anti-PD1 therapy which lost its significance on MVA [15]. Similarly, Cohen-Inbar et al. reported a significant improvement in local control among patients treated with SRS before or during anti-CTLA4 therapy cycles compared to patients that received SRS after ICI [14]. The definition of concurrent ICI in the literature has been inconsistent making it difficult to draw broad conclusions regarding the optimal timing and sequencing of SRS/SRT and ICI. Chen et al. demonstrated a significant survival benefit among patients receiving ICI within a 2 week window of SRS/SRT [15]. A more recent study reported a significant improvement in overall brain response and durability of response when SRS was delivered within 5 half-lives of the ICI, with the greatest response observed within 1 month [21]. Qian and co-investigators also demonstrated greater percentage reduction in volume of melanoma brain lesions when ICI was given within 1 month of SRS [22]. A recent meta-analysis of 17 studies revealed local control and survival was significantly improved when ICI was given concurrently versus non concurrently; however the definition of “concurrent” was not standardized from study to study [23]. The sequencing of SRS/SRT and ICI appears to be important with several studies demonstrating a greater clinical benefit when radiation is given before ICI as compared to after [13, 14]. Furthermore recent studies indicate that the optimal timing of ICI delivery may vary based on the actual agent prescribed [24]. An ongoing prospective phase II study evaluating the timing of Ipilimumab and SRS in patients with melanomatous brain lesions will hopefully shed more light on this issue (NCT02097732). Given the lack of consensus definition of concurrent immunotherapy in the present literature, in this series concurrent ICI was defined as that delivered within 3 months of SRS/SRT to encompass any potential interaction between these two therapies. No difference in local control or radiation necrosis was found when a subset analysis was performed of patients receiving ICI 3 months before or after SRS/SRT. It possible that the broad definition of “concurrent” in this study may have precluded the ability to detect a difference based on timing of administration of ICI. Importantly, in this series concurrent ICI with SRS/SRT was not associated with an increased risk of symptomatic radiation necrosis, with a 4% rate of symptomatic RN at 1 year. This is consistent with prior reports demonstrating no increased risk of developing a high-grade neurologic toxicity or pathologically-confirmed RN with SRT-ICI [15, 23, 25]. In this study, we collected and reported rates of symptomatic RN only as this represents the most clinically relevant toxicity following radiosurgery. This experience adds to the growing body of evidence suggesting that combining these two modalities is not associated with increased risks for toxicity. There are several limitations of this retrospective analysis. Patients included may have received prior systemic therapies and corticosteroids at different durations and doses which may have impacted the efficacy of immunotherapy. In this study, concurrent ICI was defined as within a 3 month window either before or after SRT. Given the half-life of Anti-PDL-1 agents is approximately 25 days, the time period utilized in this study may have mitigated the potential distant control benefit and overall survival benefit of concurrent ICI. In this study, cases of pseuodoprogression were not distinguished from radiation necrosis primarily due to the significant challenge in distinguishing between these two diagnoses with imaging alone. Without pathologic confirmation, the main differentiator between these two diagnoses is time, with pseudoprogression most often occurring in the first 12 weeks whereas radiation necrosis most often occurs 3 months to several years after SRT [26]. Similar to grade 1 radiation necrosis, Pseudoprogression is also generally asymptomatic [26]. Therefore, to minimize the impact of these confounding diagnoses on our analysis as much as possible, we chose to limit our reporting of RN to those that were symptomatic (grade 2 or higher). This study did not include pathologic evaluation of specimens and clearly there are inherent limitations when discerning between RN, pseudoprogression and local failure based on patients’ clinical presentations and imaging findings.

Conclusion

This experience suggests that SRS/SRT -ICI is safe and may provide enhanced local control of brain metastases in a cohort of predominantly NSCLC patients. Large prospective studies are necessary to elucidate the impact of combined therapy with SRS/SRT and ICI on distant brain control and overall survival in this population as well as improve the understanding of how timing, fractionation and histology may impact the outcome of these results.
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Journal:  J Neurooncol       Date:  2022-05-31       Impact factor: 4.130

3.  Immunotherapy in association with stereotactic radiotherapy for non-small cell lung cancer brain metastases: results from a multicentric retrospective study on behalf of AIRO.

Authors:  Silvia Scoccianti; Emanuela Olmetto; Valentina Pinzi; Mattia Falchetto Osti; Rossella Di Franco; Saverio Caini; Paola Anselmo; Paolo Matteucci; Davide Franceschini; Cristina Mantovani; Giancarlo Beltramo; Francesco Pasqualetti; Alessio Bruni; Paolo Tini; Emilia Giudice; Patrizia Ciammella; Anna Merlotti; Sara Pedretti; Marianna Trignani; Marco Krengli; Niccolò Giaj-Levra; Isacco Desideri; Guido Pecchioli; Paolo Muto; Ernesto Maranzano; Laura Fariselli; Pierina Navarria; Umberto Ricardi; Vieri Scotti; Lorenzo Livi
Journal:  Neuro Oncol       Date:  2021-10-01       Impact factor: 13.029

4.  Evaluation of practical experiences of German speaking radiation oncologists in combining radiation therapy with checkpoint blockade.

Authors:  Kim M Kraus; Julius C Fischer; Kai J Borm; Marco M E Vogel; Steffi U Pigorsch; Michal Devečka; Stephanie E Combs
Journal:  Sci Rep       Date:  2021-04-07       Impact factor: 4.379

Review 5.  Defining unique clinical hallmarks for immune checkpoint inhibitor-based therapies.

Authors:  Olivier Michielin; Aly-Khan Lalani; Caroline Robert; Padmanee Sharma; Solange Peters
Journal:  J Immunother Cancer       Date:  2022-01       Impact factor: 13.751

Review 6.  Irradiation immunity interactions.

Authors:  David A Simon Davis; Ines I Atmosukarto; Jessica Garrett; Katharine Gosling; Farhan M Syed; Ben Jc Quah
Journal:  J Med Imaging Radiat Oncol       Date:  2022-03-08       Impact factor: 1.667

Review 7.  DEGRO practical guideline for central nervous system radiation necrosis part 1: classification and a multistep approach for diagnosis.

Authors:  Denise Bernhardt; Laila König; Anca Grosu; Benedikt Wiestler; Stefan Rieken; Wolfgang Wick; Jens Gempt; Sandro M Krieg; Friederike Schmidt-Graf; Felix Sahm; Bernhard Meyer; Bernd J Krause; Cordula Petersen; Rainer Fietkau; Michael Thomas; Frank Giordano; Andrea Wittig-Sauerwein; Jürgen Debus; Ghazaleh Tabatabai; Peter Hau; Joachim Steinbach; Stephanie E Combs
Journal:  Strahlenther Onkol       Date:  2022-08-29       Impact factor: 4.033

  7 in total

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