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Erschienen in: Acta Neuropathologica Communications 1/2020

Open Access 01.12.2020 | Research

Cell-free DNA and circulating TERT promoter mutation for disease monitoring in newly-diagnosed glioblastoma

verfasst von: Maxime Fontanilles, Florent Marguet, Ludivine Beaussire, Nicolas Magne, Louis-Ferdinand Pépin, Cristina Alexandru, Isabelle Tennevet, Chantal Hanzen, Olivier Langlois, Fabrice Jardin, Annie Laquerrière, Nasrin Sarafan-Vasseur, Fréderic Di Fiore, Florian Clatot

Erschienen in: Acta Neuropathologica Communications | Ausgabe 1/2020

Abstract

The clinical implications of plasmatic cell-free and tumor DNA (cfDNA and ctDNA) are challenging in glioblastoma. This prospective study included 52 consecutive newly diagnosed glioblastoma (n = 49) or gliosarcoma (n = 3) patients treated with concomitant temozolomide and radiotherapy (RT-TMZ), followed by a TMZ maintenance phase. Plasma samples were collected at baseline, before RT-TMZ (pre-RT-TMZ) and at the end of adjuvant TMZ, or at the time of progression in cases of progressive disease (PD). The cfDNA concentration was measured with a fluorometric method, and ctDNA was detected using targeted droplet digital PCR. The main objectives were to analyze the associations between cfDNA and ctDNA measurements during the course of treatment with PD and survival. There was a significant decrease in median cfDNA concentration from baseline to pre-RT-TMZ—19.4 versus 9.7 ng/mL (p < 0.0001)—in the entire cohort. In patients with PD, a significant increase in cfDNA concentration from pre-RT-TMZ to time of PD was observed, from 9.7 versus 13.1 ng/mL (p = 0.037), respectively, while no difference was observed for nonprogressive patients. Neither the cfDNA concentration at baseline nor its kinetics correlated with survival. ctDNA was detected in 2 patients (3.8%) and only in gliosarcoma subtypes.
Trial registration ClinicalTrial, NCT02617745. Registered 1 December 2015, https://​clinicaltrials.​gov/​ct2/​show/​NCT02617745?​term=​glioplak&​draw=​2&​rank=​1.
Hinweise

Electronic supplementary material

The online version of this article (https://​doi.​org/​10.​1186/​s40478-020-01057-7) contains supplementary material, which is available to authorized users.
Fréderic Di Fiore and Florian Clatot have contributed equally to this work.

Supplementary information

Supplementary information accompanies this paper at https://​doi.​org/​10.​1186/​s40478-020-01057-7.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Abkürzungen
bp
base pair
cfDNA
cell-free DNA
ctDNA
circulating cell-free tumor DNA
CI
confidence interval
CSF
cerebrospinal fluid
ddPCR
digital droplet polymerase chain reaction
EDTA
ethylenediaminetetraacetic acid
IDH
isocitrate dehydrogenase
IQR
interquartile range
LOD
limit of detection
MAF
mutant allele frequency
MGMT
O-6-methylguanine-DNA methyltransferase
MRI
magnetic resonance imaging
NGS
next generation sequencing
PFS
progression free survival
PD
progressive disease
OR
odds ratio
OS
overall survival
RANO
response assessment in neuro-oncology
rCBV
relative cerebral blood volume
RT
radiotherapy
TERT
telomerase reverse transcriptase
TMZ
temozolomide

Introduction

Glioblastoma is the most frequent primary adult brain tumor, with 125,000 to 150,000 new cases per year worldwide [1]. First-line treatment for glioblastoma is based on surgical resection whenever possible, followed by radiotherapy (RT) plus concomitant and adjuvant temozolomide (TMZ) [2]. The prognosis remains poor, with a median overall survival time of less than 20 months. Radiological evaluation using magnetic resonance imaging (MRI), including perfusion and diffusion-weighted sequences, is considered to be the most appropriate method for both tumor burden evaluation and disease monitoring. The diagnosis of recurrence is often challenging because pseudo progression may also occur. A reliable definition of patients with progressive and nonprogressive disease is required both for clinical decision-making and for evaluating responses within clinical trials.
In this context, the use of circulating cell-free DNA (cfDNA) is considered very promising to optimize the management of these patients. cfDNA is related to cell turnover, combining both circulating normal DNA and tumor DNA (ctDNA). The cfDNA concentration is reportedly associated with prognosis in many cancers, while ctDNA, which harbors somatic alterations, was shown to be a surrogate marker for disease monitoring [3, 4]. As yet, the clinical relevance of these markers is not clearly established in patients with glioblastoma because, in addition to technological considerations, the presence of the blood–brain barrier physically limits the crossing of small genetic fragments [5]. The literature is conflicting regarding the role of cfDNA and ctDNA in glioblastoma. Indeed, although these markers are frequently reported to be informative in cerebrospinal fluid (CSF), their detection rate in plasma has been variable in several studies, ranging from 7.9 to 55% [6, 7]. Glioblastoma harbors multiple recurrent somatic alterations within epithelial growth factor receptor (EGFR), phosphatase and tensin homolog (PTEN), TP53 or telomerase reverse transcriptase (TERT) genes [8]. TERT encodes a subunit of the telomerase complex. Somatic mutations within the TERT promoter (TERTp) region are involved in oncogenesis in various type of tumor including glioblastoma [9]. Two recurrent mutations of TERTp that reach 70–80% frequency in glioblastoma [10, 11] are located − 124 bp and − 146 bp upstream of the TERT translation start site (chromosome 5p15.33: 1,295,228 C > T and 1,295,250 C > T, respectively C228T and C250T). Thus, TERTp mutations may be a potential biomarker for diagnosis [12] and disease monitoring in glioblastoma.
In this context, the aim of this prospective study was to evaluate the cfDNA concentration and the detection rate of ctDNA at diagnosis and during the course of treatment, as well as their correlation with tumor progression, in patients treated for a newly diagnosed glioblastoma.

Materials and methods

Study population, tumor and plasma collection

Patients with newly diagnosed, histologically confirmed, supratentorial glioblastoma or gliosarcoma, according to the World Health Organization classification 2016 [13], were prospectively included in our study from July 2016 to November 2017. Patients had to be at least 18 years of age and planned to receive RT (60 Gy in 30 fractions) with concomitant TMZ therapy, followed by adjuvant TMZ with or without previous radical surgery [2]. Patients with concomitant or previous history of cancer within 2 years were excluded. Blood samples were prospectively collected according to the following schedule: at baseline before resection or before biopsy in cases of nonresected tumor; before the initiation of RT-TMZ (pre-RT-TMZ); and at the end of adjuvant TMZ treatment, corresponding to the 6th or the 12th cycles according to the physician’s choice. In cases of progressive disease (PD), a blood sample was collected at the time of progression, before the end of adjuvant TMZ. All patients were followed according to the RANO criteria [14] using brain MRI every 3 months from the end of the RT-TMZ phase.
All MRIs performed at baseline were reviewed for tumor volume determination. They were analyzed on a T2-Flair and T1 postcontrast sequences after manual segmentation using Advantage Windows 4.6® (General Electric Healthcare, Milwaukee, Wisconsin, United States). The analysis of tumor volume was performed in T1 postcontrast sequences according necrotic areas. The maximal relative cerebral blood volume (rCBV) was also measured by perfusion-weighted imaging, when available, by drawing several regions of interest in high-rCBV areas in the tumor and was compared to the contralateral non-affected brain parenchyma [15, 16].
Samples of 6 mL of whole blood were collected at three different time points into tubes containing ethylenediaminetetraacetic acid (EDTA) based on previous studies [17, 18]. Within 2 h after blood collection, the tubes were centrifuged at 3000 rpm for 10 min; the plasma was then extracted and stored at − 80 °C until use. Tumor samples were obtained during diagnostic procedures (resection or biopsy). After collection, the tumor samples were used for routine histopathology, immunohistochemistry and molecular biology analyses (Additional file 1). Another tumor sample was flash-frozen at − 80 °C and stored until use. Ten healthy subjects were included as plasma sample controls. The study was an ancillary of the ongoing prospective GLIOPLAK trial, registered in ClinicalTrials.gov (NCT02617745, https://​clinicaltrials.​gov/​ct2/​show/​NCT02617745). Informed written consent to participate in the study was obtained from all patients, and the French National Committee for the Protection of Persons approved the study (RCB ID 2015-A00377-42).

Cell-free DNA extraction and quantification

cfDNA was extracted from 1 to 5 mL of plasma using the QIAamp Circulating Nucleic Acid kit® (Qiagen, Hilden, Germany) according to the manufacturer’s instructions. The sample was eluted in a final volume of 30 µL and stored at − 20 °C. Double-stranded DNA quantification was performed by a fluorometric method using a Quantit™ PicoGreen® dsDNA Assay kit (Invitrogen, Carlsbad, CA, USA) and a Twinkle LB970 microplate fluorimeter (Berthold, Bad Wildbad, Germany). For each sample, cfDNA quantification was performed in duplicate from 2 µL of eluate, and normalization was performed using a standard calibration curve of known concentrations of standard dsDNA (from 0 to 10 ng).
The fragment distribution of the cfDNA was analyzed using the Agilent 4200 TapeStation® System (Santa Clara, CA USA) with D5000 High-Sensitivity ScreenTape. This system uses electrophoresis to separate DNA fragments from 100 to 5000 base pairs (bp). The mean DNA length is then automatically estimated for each peak.

Circulating tumor DNA exploration by droplet digital PCR

ctDNA detection was analyzed according to telomerase reverse transcriptase promoter (TERTp) mutation detection by droplet digital PCR (ddPCR) (Additional file 1). The limit of detection (LOD) was determined from the plasma of healthy subjects according to a previously reported method [12, 13]. Healthy subjects were volunteers free from acute or chronic pathology; plasma samples were collected and stored under the same pre-analytical conditions as for the patients. Short-sized TERTp sequencing was performed using a ddPCR-based method with an amplicon of 88 bp (reference dHsaEXD20945488 for TERTp C228T and reference dHsaEXD85215261 for TERTp C250T). The experimental procedure was identical to that used for the 113 bp assays. Positive-case control was a patient suffering from TERTp-mutated hepatocellular carcinoma.
Matched tumor DNA was extracted from formalin-fixed paraffin-embedded tissue and sequenced using ddPCR 113 bp assay following the previously-described procedure.

Statistical analyses

The objective was to evaluate variations of cfDNA and ctDNA and their associations with baseline characteristics and outcome. The analysis was performed in the whole population and according to the presence (or not) of a resected tumor. The outcome was analyzed according to the rate of PD at 6 and 12 months, as well as progression-free survival (PFS) and overall survival (OS). OS was defined as the time from diagnosis to the date of death or last follow-up. PFS was defined as the time from diagnosis to the date of first disease progression or date of death. Prognostic factors such as the Karnofsky performance status index, type of surgical procedure (biopsy versus resection) and O6-methylguanine-DNA methyltransferase promoter (MGMTp) methylation status were explored in univariate and multivariate analyses. OS and PFS were calculated using Kaplan–Meier method and compared with the log–rank test. Multivariate analyses were performed using variables in univariate analyses with a P value less than or equal to 10%. Follow-up period for survival analyzes was set at 12 months; in case of non-progressive disease monitoring continued up to 2 years (median 4 months). The data were compared using Student’s test for normally distributed continuous variables or the Mann–Whitney–Wilcoxon test for nonparametric variables; the Fisher exact test or Pearson’s Chi squared test was used for categorical variables, as appropriate. A difference was considered statistically significant if the degree of significance (p value) was less than or equal to 0.05 (alpha risk = 5%). Statistical analyses were performed using the R software (R version 3.5.1, 2018, Vienna, Austria) [19].

Results

Patients’ characteristics

A total of 52 patients were included. As shown in Table 1, 62% (32/52) underwent surgical resection of the primary tumor, and all patients underwent an RT-TMZ sequence. Based on a median follow-up of 12 months (2–25 months), 41 patients (78%) had PD and 28 died (54%). Among patients with PD, 30 patients (58%) had progression during the TMZ maintenance phase. The median PFS was 8.5 months [95% confidence interval 6–13], and the median OS was 17 months [95% CI 16–21]. Blood samples were available for 90% of the patients (47/52) at baseline, for 100% of the patients (52/52) before RT-TMZ initiation, and for 90% of the patients (47/52) for the third sample, 5 patients died before the third blood collection. The third sample was collected from 47 patients either at the 6th (n = 10) or at 12th TMZ cycle (n = 12) or at the time of PD (n = 25).
Table 1
Clinical and tumor characteristics
Characteristics
Number of patients (%)
Age (years), mean ± SD
58.3 ± 9.5
Sex
 Female
22 (42.3%)
 Male
30 (57.7%)
Surgery
 Biopsy
20 (38.4%)
 Resection
32 (61.6%)
Karnofsky performance score
 ≥ 80%
45 (86.5%)
 ≥ 70 to < 80%
6 (11.5%)
 < 70%
1 (2%)
Tumor Characteristics
Volume at baseline, mean ± SD
 T1-weighted with Gadolinium W/necrosis
31.1 cm3 ± 28.6
 T1-weighted with Gadolinium W/O necrosis
18 cm3 ± 16.5
 Necrosis part, mean (%)
33% [min. 0–max. 87%]
 Flair
114.9 cm3 ± 63.2
Histology
 Glioblastoma-IDH wild type
46 (88.4%)
 Glioblastoma IDH-mutated
3 (5.8%)
 Gliosarcoma
3 (5.8%)
MGMTp methylation
 Non-methylated
26 (50%)
 Low methylation profile
2 (4%)
 Methylated
12 (23%)
 Unknown
12 (23%)
TERTp mutation
 C228T
44 (84.6%)
 C250T
1 (1.9%)
 Wild-type (wt)
6 (11.6%)
 Unknown
1 (1.9%)

Baseline cfDNA

The median cfDNA concentration was 19.4 ng/mL (interquartile range (IQR) 13.6–27.6) compared to 5.6 ng/mL (IQR 5.1–6.6) in the group of 10 healthy volunteers, p < 0.0001. The cfDNA concentration has a significant although weakly positive association with the T1-weighted gadolinium-enhanced volume without necrosis (R2 0.12, p = 0.018) but not with the FLAIR volume or the T1-weighted gadolinium-enhanced volume with necrosis (Fig. 1c, a, b respectively). The rCBV was measured for 27 patients (mean = 9.03 [range 4–24]) and correlated with the cfDNA concentration (R-squared 0.32, p = 0.03) (Fig. 1d). The cfDNA tended to be higher in patients treated with corticosteroid (n = 30) compared to patients who were not (n = 17) (21 ng/mL versus 14.4 ng/mL (p = 0.1), respectively). The level of cfDNA was not correlated with CRP (R2 0.001, p = 0.71) or albuminemia (R2 0.005, p = 0.5).

Correlations between cfDNA variations during treatment and clinical outcome

A significant decrease in median cfDNA concentration was observed from baseline to pre-RT-TMZ, 19.4 ng/mL versus 9.7 ng/mL (p < 0.0001) respectively, corresponding to a mean decrease of − 53% (range − 94 to − 1%). The cfDNA decrease was observed both in the biopsy group and in the resection group (16.9 ng/mL vs. 10.5 ng/mL (p = 0.022) and 20.4 ng/mL vs 9.4 ng/mL, (p < 0.001), respectively). Decrease in corticosteroid exposure was observed between baseline and pre-RT-TMZ; and could explain the cfDNA decrease in the entire cohort: mean equivalent prednisolone dose of 63 mg at baseline versus 32 mg at pre-RT-TMZ (p = 0.01). Thus, a non-significant decrease in corticosteroid dose in the biopsy group (54 mg at baseline vs. 42 mg at pre-RT-TMZ, p = 0.43) could partly explain the decrease of cfDNA in the biopsy group.
Among the 22 patients without PD during the adjuvant TMZ phase, no difference in the cfDNA concentrations was observed between pre-TMZ and the end of the adjuvant TMZ phase (9.7 vs. 9.5 ng/mL (p = 0.6), respectively). In contrast, among the 30 patients who experienced PD during the TMZ phase, we observed a significant increase in the median cfDNA level from pre-TMZ to the time of progression (9.7 vs. 13.1 ng/mL (p = 0.037), respectively) (Additional file 2: Table S1). The increase in cfDNA was mainly observed among patients with biopsy only, 10.5 ng/mL versus 21.1 ng/mL (p = 0.019) (Fig. 2), and was independent of corticosteroid dose adjustment, with a mean equivalent prednisolone dose of 42 mg at pre-RT-TMZ versus 51 mg at progression (p = 0.73).
In the entire cohort, the baseline cfDNA concentration and its variation before the RT-TMZ phase were not associated with OS or PFS (Fig. 3, Additional file 3: Table S2). In the subgroup of patients with resection, the baseline cfDNA concentration and its kinetics before the RT-TMZ phase did not influence overall survival or progression-free survival (data not shown).
The cfDNA size estimation by the TapeStation® method was performed for 51/52 patients for at least one of the three time point samples. Overall, the median DNA size was 86 bp [IQR 67.5–596], with 63% of the DNA fragments less than 113 bp. No difference in DNA size according to the timing of samples was observed (Additional file 2: Table S1). There was no association between DNA size and cfDNA concentration.

ctDNA detection using TERTp mutation

Plasma samples from 46 patients (46/52, 88.4%) were available for ctDNA TERTp C228T and C250T 113 bp ddPCR assays. Among them, 2 (2/46, 4.3%) had a detectable circulating TERTp mutation in at least one sample. The first patient had a circulating TERTp C228T mutation detected at baseline and at pre-RT-TMZ (Fig. 4). The second patient had TERTp C228T detected only at time of PD, when distant metastases were diagnosed (Fig. 5). Interestingly, TERTp detection in plasma seemed to be restricted to the gliosarcoma subtype: 2/3 (67%) versus 0/49 for glioblastoma. TERTp mutation analysis using the ddPCR 88 bp assay did not increase the detection rate. Interestingly, 2 plasma samples (3.8%) harbored at least 2 droplets using a duplicate 88 bp assay and were considered as negative according to the positive threshold (Additional file 4: Table S3, Additional file 5: Figure S1).

Discussion

Our results, based on serial blood samples collected prospectively, suggest that the evaluation of cfDNA concentration, in contrast to TERTp mutation from plasmatic ctDNA, may give clinically relevant information in patients treated with RT-TMZ for glioblastoma. At baseline, we observed that the cfDNA level was associated with tumor neoangiogenesis based on MRI parameters (R-squared 0.32 regarding association between rCBV and cfDNA concentration). Our results also highlighted that cfDNA underwent significant variation during the treatment course, with a significant decrease after initial surgery or biopsy procedures and a significant increase in cases of PD during the TMZ maintenance phase. As yet, the role of cfDNA in patients treated for glioblastoma has not been clearly established. In a subgroup of 12 patients, Bagley et al. recently reported that cfDNA increased in cases of PD and remained stable in nonprogressive patients, similar to our findings [7]. Moreover, the interest of cfDNA as a reflection of tumor burden was previously reported in a series showing that its level may correlate with radiological parameters. Taken together, these findings support the hypothesis that cfDNA is released from the vascularized part of the tumor [20] and that this marker might be a useful tool for disease monitoring in the TMZ maintenance phase.
The evaluation of plasmatic ctDNA has been rarely investigated in prospective studies of patients with glioblastoma treated with RT-TMZ. In our work, only 2 cases with detectable circulating TERTp mutation (n = 2/52, 3.8%) were observed using ddPCR, whereas 85% of the tumors were mutated, which was in accordance with previous studies [11, 21]. The TERTp mutation detection rate was similar to that of Juratli et al., showing a rate at baseline of 7.9% by nested PCR in 38 patients [6]. ddPCR was used for TERTp mutation detection, because this sequencing method is an ultrasensitive, fast and cost-effective tool, enabling its routine use in clinical practice. The lack of detected TERTp mutations in plasma could be related to the short size of the ctDNA fragments (< 70 bp), which are not able to be detected by current sequencing methods [22]. ddPCR is a sensitive method for detecting DNA fragments with amplicon sizes of 113 bp and 88 bp for TERTp C228T and TERTp C250T. Unfortunately, the use of the 88 bp amplicon size did not increase the sensitivity of ddPCR in our study. These results are to be balanced by the fact that some samples presented very few mutated droplets (samples considered as negative regarding our LOD) and that the quantity of DNA used for the 88 bp assay was less than that used for the 113 bp assay. Another point of discussion to increase detection rate would be to increase the supply of ctDNA. In our study, the patients had an average of 6 mL of whole blood per collection time, which appeared ethically acceptable. The question of increasing the volume of blood collected to increase the detection of ctDNA could be asked in a dedicated methodological study. Although the detection of circulating TERTp mutation is a rare, our results also underlined that its detection may be of particular interest in two situations: extraneural metastatic dissemination, as previously reported in a case of metastatic ependymoma [12], and the gliosarcoma subtype. Extraneural metastatic dissemination of gliomas is a rare, end-stage event, occurring in less than 2% of all cases [23] and might be linked to blood–brain barrier rupture with hematogenous dissemination favored by first-line surgery [24]. Unlike glioblastoma, gliosarcoma is characterized by its ability to invade the skull and disseminate systemically [13]. It has been postulated that in cases of gliosarcoma, the blood–brain barrier has increased permeability, with a consequently greater release of ctDNA into the general blood circulation [25]. In contrast to the ddPCR method, the use of targeted next-generation sequencing (NGS) would likely increase the ctDNA detection rate by identifying other recurrent altered genes [7], but this did not correspond to our primary objective which was to identify a single biomarker of disease evolution. The clinical utility, as well as the sensitivity, of ctDNA detection in plasma by ddPCR and the NGS method require further characterization in larger cohorts, especially compared to CSF [26, 27]. The choice of a non-selected population was made in order to explore the interest of the liquid biopsy concept in the daily-practice of patients with grade IV glioma (resection and biopsy, glioblastoma IDHwt, glioblastoma IDHmut, gliosarcoma). Regarding our results, a prospective study dedicated to the gliosarcoma or bulky IDHwt glioblastoma subgroup would be of major interest.
Finally, the survival analyzes failed to show an impact of cfDNA, in contrast to the survival data reported by Bagley et al. [7]. The survival results should be interpreted with caution due to the lack of power. Prospective and dedicated data are warranted to identify any prognostic significance of the cfDNA baseline concentration. An early cfDNA decrease after a diagnostic procedure should be investigated in a larger homogeneous cohort by separately analyzing resected tumor patients and bulky tumor patients. In addition, it would be interesting to explore the impact on survival of cfDNA kinetics before and right after RT-TMZ phase, before TMZ maintenance phase. The specific impact of corticosteroid therapy on the tumor release of cfDNA remains unclear despite a trend of association observed in our cohort at baseline (21 ng/mL vs. 14.4 ng/mL (p = 0.1)). There is a high likelihood that the prednisolone equivalent dose and the tumor volume are confounding factors for cfDNA. During TMZ treatment, the cfDNA concentration continues to vary according to the tumor evolution—independent of the corticosteroid dose adjustment. Conversely, very high doses of corticosteroid delivered as a bolus could contribute to cfDNA release into the bloodstream and may explain the early cfDNA decrease between biopsy and the pre-RT-TMZ time point in this specific subgroup for whom no oncologic treatment was administered. As previously reported in other cancers, a transient spike of cfDNA may be observed right after tumor procedure [28]. In our cohort we did not investigate this early cfDNA variation due to the lack of blood sample few days after diagnostic procedure. This early variation should be interesting to analyze regarding glioblastoma and biopsy procedure in further studies. No association between cfDNA and CRP, as inflammatory state marker, was observed. However, it would be interesting in further studies to analyze the relationship between cfDNA, corticosteroid, plasmatic inflammatory markers and white blood cell counts.

Conclusion

Our results showed that, in contrast to ctDNA using TERTp mutation detection, the cfDNA concentration varies significantly over the course of treatment and may be a biomarker of PD during the TMZ phase.

Supplementary information

Supplementary information accompanies this paper at https://​doi.​org/​10.​1186/​s40478-020-01057-7.

Acknowledgements

The authors thank Mrs. Doriane RICHARD for drafting the protocol, for the conduct of the study and for carrying out regulatory procedures; Mrs Sabine LORIVEL for the constitution of biological collection and Mr Anthony MARTINEZ for figure design.
An informed written consent to participate to the study was obtained from all patients and the French National Committee for the Protection of Persons approved the study (RCB ID 2015-A00377-42).
Not applicable.

Competing interest

All the authors report no disclosure.
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Metadaten
Titel
Cell-free DNA and circulating TERT promoter mutation for disease monitoring in newly-diagnosed glioblastoma
verfasst von
Maxime Fontanilles
Florent Marguet
Ludivine Beaussire
Nicolas Magne
Louis-Ferdinand Pépin
Cristina Alexandru
Isabelle Tennevet
Chantal Hanzen
Olivier Langlois
Fabrice Jardin
Annie Laquerrière
Nasrin Sarafan-Vasseur
Fréderic Di Fiore
Florian Clatot
Publikationsdatum
01.12.2020
Verlag
BioMed Central
Erschienen in
Acta Neuropathologica Communications / Ausgabe 1/2020
Elektronische ISSN: 2051-5960
DOI
https://doi.org/10.1186/s40478-020-01057-7

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