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Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging 6/2024

Open Access 17.01.2024 | Short Communication

Amino acid PET vs. RANO MRI for prediction of overall survival in patients with recurrent high grade glioma under bevacizumab therapy

verfasst von: Artem Chaban, Birgit Waschulzik, Denise Bernhardt, Claire Delbridge, Friederike Schmidt-Graf, Arthur Wagner, Benedikt Wiestler, Wolfgang Weber, Igor Yakushev

Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging | Ausgabe 6/2024

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Abstract

Purpose

To summarize evidence on the comparative value of amino acid (AA) PET and conventional MRI for prediction of overall survival (OS) in patients with recurrent high grade glioma (rHGG) under bevacizumab therapy.

Methods

Medical databases were screened for studies with individual data on OS, follow-up MRI, and PET findings in the same patient. MRI images were assessed according to the RANO criteria. A receiver operating characteristic curve analysis was used to predict OS at 9 months.

Results

Five studies with a total of 72 patients were included. Median OS was significantly lower in the PET-positive than in the PET-negative group. PET findings predicted OS with a pooled sensitivity and specificity of 76% and 71%, respectively. Corresponding values for MRI were 32% and 82%. Area under the curve and sensitivity were significantly higher for PET than for MRI.

Conclusion

For monitoring of patients with rHGG under bevacizumab therapy, AA-PET should be preferred over RANO MRI.
Hinweise

Publisher's Note

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Introduction

Despite a multimodal treatment, the prognosis of patients with recurrent high-grade glioma (rHGG) remains poor. While a survival benefit of bevacizumab (BEV) has been questionable [14], it is considered as a treatment option especially in symptomatic patients with rHGG [5]. Magnetic resonance imaging (MRI) is the imaging modality of choice in glioma patients. Initially developed for clinical trials, assessment in neuro-oncology criteria (RANO) has become a standard in clinical settings, too [6]. Along with the FLAIR changes, dynamics of contrast enhancement is a key component of the RANO criteria. As BEV affects permeability of the blood brain barrier (BBB), reducing contrast enhancement on T1 MRI, assessment of response to the BEV therapy is challenging. Thus, a so-called pseudoresponse is a common phenomenon in this setting [7]. Since amino acid (AA) PET relies on metabolic activity of tumor tissue rather than changes in BBB permeability, it may detect glioma progression in a more sensitive manner than the MRI RANO criteria [8]. Nevertheless, conventional MRI is still widely used in this setting [9, 10]. The aim of this study was to summarize evidence on the comparative value of AA-PET and RANO MRI for prediction of recurrent overall survival (OS) in patients with rHGG under BEV therapy.

Methods

Medical databases MEDLINE, PubMed, EMBASE, and the Cochrane Library were screened for studies in English using various combinations of key words: recurrent high grade glioma, glioblastoma, amino acid PET, therapy response, and bevacizumab. The last search was performed on the 22nd of August 2023. Inclusion criteria were availability of individual data on OS, follow-up MRI as assessed according to the RANO criteria, and follow-up AA-PET, allowing us to relate the imaging findings with OS at 9 months. The follow-up PET was rated according to local institutional criteria as pathological (PET +) or normal (PET −) relative to the baseline PET prior to BEV therapy. To produce the binary outcomes for MRI, we post hoc treated complete response, partial response, and stable disease as normal (MRI −), while progressive disease as pathological (MRI +).
The process of selection of eligible studies is depicted in Fig. 1. Out of 16 full-text articles, 11 were excluded for the following reasons: lack of individual data (n = 8), too short OS in relation to the imaging findings (3 and 6 months, n = 2), and a tracer other than amino acid (n = 1). Thus, 5 studies [1115] with a total of 72 patients were included (Table 1). Due to a lack of OS data, three patients in [11] and one patient in [12] were excluded. PET and RANO MRI were evaluated in their ability to predict OS at 9 months. The threshold of 9 months was based on two major clinical trials of BEV: in the BELOB trial, an OS at 9 months was used to avoid uncertainties in assessing response and progression under BEV therapy [2]; in the BRAIN trial, a median overall survival of roughly 9 months (9.2 months in the BEV alone group and 8.7 months in the BEV + irinotecan group) was reported [16]. To this end, sensitivity and specificity of each method with corresponding 95% confidence intervals (CI) were calculated using a meta-analysis. McNemar tests were applied to compare sensitivity and specificity between the methods. In addition, we performed a receiver operating characteristic (ROC) analysis. The DeLong test was used to compare areas under the curves (AUC). All analyses were conducted two-sided using a 5% level of significance. The statistical analyses were performed using statistical software R as reported previously [17].
Table 1
Characteristics of eligible studies
Study
Tracer
Study design
Patients in the present meta-analysis
Imaging system
Concomitant chemotherapy
Hutterer et al. [11]
FET
Retrospective
8
PET/MRI
Irinotecan
Galldiks et al. [12]
FET
Prospective
9
PET/MRI
Irinotecan
Schwarzenberg et al. [14]
FDOPA
Prospective
23
PET
Irinotecan*
Deuschl et al. [15]
MET
Prospective
11
PET/MRI
Lomustine
Galldiks et al. [13]
FET
Prospective
21
PET/MRI
Lomustine
FET O-(2-18F-fluoroethyl)-L-tyrosine, MET 11C-methyl-L-methionine, FDOPA 3,4-dihydroxy-6-[18F]-fluoro-L-phenylalanine
* Three patients in [14] were treated with bevacizumab alone

Results

The median OS was 8.8 months (range 1.4–38). In the Mann–Whitney U test, OS was significantly (p < 0.001) lower in the PET + (median = 6.1; n = 39) than in the PET − (median = 12.3; n = 33) group. OS was marginally (p = 0.052) lower in the MRI + (median = 6.8; n = 18) than in the MRI − (median = 10.5; n = 54) group. The PET + findings predicted OS at 9 months with a sensitivity and specificity of 76% (95% CI 60–87) and 71% (95% CI 53–83), respectively (Figs. 2 and 3). Corresponding values for MRI were 32% (95% CI 19–48) and 82% (95% CI 66–92) (Figs. 2 and 3). Heterogeneity was overall low (Figs. 2 and 3). The difference between the AUCs for PET and MRI was − 0.17 (95% CI − 0.04, − 0.29; p = 0.007) (Fig. 4). The difference for sensitivity was statistically significant (p < 0.001), for specificity it was not (p = 0.344).

Discussion

This is the first meta-analysis on the comparative value of AA-PET and RANO MRI for prediction of OS in patients with rHGG under BEV therapy. PET was found to predict OS at 9 months with a significantly higher sensitivity, while specificity did not differ between the methods. An important strength of this study is availability of PET and MRI data in the same patients at the same time point, allowing a direct comparison of the methods.
Pooled sensitivity of AA-PET and RANO MRI was found to be 76% and 32%, respectively. Obviously, sensitivity of 76% is far from perfect. Still, it is more than twice of sensitivity of MRI. Given the anti-angiogenic effect of BEV, poor sensitivity of RANO MRI is not unexpected. Nevertheless, the RANO criteria are still commonly used in monitoring of patients with rHGG under BEV therapy [9, 10]. Our results clearly argue that with sensitivity below that by chance, the value of conventional MRI in this setting is very limited.
Pooled specificity did not significantly differ between AA-PET (71%) and conventional MRI (82%). In our study specificity refers to the ability to correctly identify patients without the disease progression. Given that BEV reduces permeability of the BBB, high specificity of RANO MRI is not unexpected. Notably, advanced MRI, such as dynamic contrast-enhanced MRI, can detect progressive disease under BEV therapy more accurately [18]. Somewhat lower specificity of PET can be explained by local inflammatory processes, e.g., reactive astrocytosis, after radiation and systemic therapy, which may result in tracer uptake above the level of normal brain tissue [19].
This study has certain limitations. First, the included studies applied different PET criteria, such as a reduction in metabolic tumor volume and tumor-to-normal brain ratio. Second, the diagnosis of HGG in the included studies was based on older diagnostic criteria and did not take into account mixed HGG pathology. Furthermore, the low number of the eligible studies did not allow sub-analyses according to the IDH mutation status and concomitant chemotherapy.
In sum, this work provides a high level evidence on the superior value of AA-PET relative to RANO MRI for prediction of OS in patients with rHGG under BEV therapy.
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://​creativecommons.​org/​licenses/​by/​4.​0/​.

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Metadaten
Titel
Amino acid PET vs. RANO MRI for prediction of overall survival in patients with recurrent high grade glioma under bevacizumab therapy
verfasst von
Artem Chaban
Birgit Waschulzik
Denise Bernhardt
Claire Delbridge
Friederike Schmidt-Graf
Arthur Wagner
Benedikt Wiestler
Wolfgang Weber
Igor Yakushev
Publikationsdatum
17.01.2024
Verlag
Springer Berlin Heidelberg
Erschienen in
European Journal of Nuclear Medicine and Molecular Imaging / Ausgabe 6/2024
Print ISSN: 1619-7070
Elektronische ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-024-06601-4

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