| Literature DB >> 35397757 |
Tomohiro Hosoya1, Masamichi Takahashi1, Mai Honda-Kitahara1, Yasuji Miyakita1, Makoto Ohno1, Shunsuke Yanagisawa1, Takaki Omura1, Daisuke Kawauchi1, Yukie Tamura1, Miyu Kikuchi1, Tomoyuki Nakano1, Akihiko Yoshida2, Hiroshi Igaki3, Yuko Matsushita4, Koichi Ichimura4, Yoshitaka Narita5.
Abstract
PURPOSE: Although the usefulness of O6-methylguanine DNA methyltransferase (MGMT) promoter methylation analysis for predicting response to chemoradiotherapy and the prognosis of patients with glioblastoma has been widely reported, there is still no consensus regarding how to define MGMT promoter methylation percentage (MGMTpm%) cutoffs by pyrosequencing method. The aim of this study was to determine the optimal cutoff value of MGMT promoter methylation status using volumetric analysis focused on the tumor volume ratio (TVR) measured by MRI.Entities:
Keywords: Cutoff value; Glioblastoma; MGMT methylation; Volumetric analysis
Mesh:
Substances:
Year: 2022 PMID: 35397757 PMCID: PMC9072488 DOI: 10.1007/s11060-022-03999-5
Source DB: PubMed Journal: J Neurooncol ISSN: 0167-594X Impact factor: 4.506
Baseline patient characteristics
| Variables | No. of patients (%) | TVR at 6 months (median, IQR) | Univariate analysis | Multivariate analysis | ||||
|---|---|---|---|---|---|---|---|---|
| p valuea | OR | 95% CI | p valueb | |||||
| All patients | 44 | 1.19 (0.22–3.51) | ||||||
| Age | Age ≥ 65 | 23 (52.3%) | 0.33 (0.09–1.42) | 0.0018 | 8.51 | 1.27–57.31 | 0.0277 | |
| Age < 65 | 21 (47.7%) | 2.79 (0.87–11.30) | 1 | Referent | ||||
| Sex | Men | 22 (50.0%) | 1.30 (0.28–3.93) | 0.3914 | ||||
| Women | 22 (50.0%) | 1.01 (0.13–3.83) | ||||||
| KPS | 90 | 11 (25.0%) | 3.04 (1.21–6.48) | 0.0266 | (KPS ≥ 80) | 0.42 | 0.07–2.64 | 0.3554 |
| 80 | 15 (34.1%) | 1.42 (0.33–10.34) | ||||||
| 70 | 12 (27.3%) | 0.48 (0.30–2.35) | (KPS < 80) | 1 | Referent | |||
| 60 | 4 (9.1%) | 0.02 (0–0.08) | ||||||
| 50 | 2 (4.6%) | 1.03 (0.22–1.84) | ||||||
| Lesion | Single | 38 (86.4%) | 1.14 (0.14–3.83) | 0.3556 | ||||
| Multiple | 6 (13.6%) | 2.38 (0.48–5.37) | ||||||
| Extent of removal | ≥ 90% | 19 (43.2%) | 1.42 (0.13–10.34) | 0.4844 | ||||
| < 90% | 25 (56.8%) | 0.82 (0.22–2.91) | ||||||
| Pre-treatment RTV | ≥ 2511 mm3 | 22 (50.0%) | 1.14 (0.28–2.69) | 0.7602 | ||||
| < 2511 mm3 | 22 (50.0%) | 1.31 (0.12–10.82) | ||||||
| Ki-67 staining index | ≥ 28.3% | 22 (50.0%) | 0.36 (0.08–2.54) | 0.0737 | ||||
| < 28.3% | 22 (50.0%) | 1.97 (0.50–6.43) | ||||||
| MGMTpm% | ≥ 23.9% | 14 (31.8%) | 0.12 (0–0.35) | 0.0001 | 38.37 | 3.05–482.61 | 0.0048 | |
| 8.2–23.9% | 6 (13.6%) | 1.75 (0.47–3.83) | 1.43 | 0.12–16.57 | 0.775 | |||
| < 8.2% | 24 (54.6%) | 2.52 (1.11–11.78) | 1 | Referent | ||||
RTV residual tumor volume, MGMTpm% MGMT promoter methylation %, TVR tumor volume ratio, IQR interquartile range, OR odds ratio, CI confidence interval
aMann Whitney U test was used to examine the difference in TVR between two groups, while Kruskal Wallis test was used to examine the difference in TVR between more than two groups
bA multivariate logistic regression analysis was performed to assess whether there were significant differences between age, KPS, and MGMTpm%. By using the median value of 1.20, TVR was categorized into binary dependent variable (1: better response with TVR ≤ 1.20; 0: poorer response with TVR > 1.20)
Fig. 1MGMT promoter methylation % of each patient is shown in relation to age
Fig. 2A scatter plot representation of tumor volume ratio (TVR) at 6 months after initial chemoradiotherapy administration in relation to MGMT promoter methylation %
Fig. 3ROC curve for representative cutoff values of MGMT promoter methylation level. MGMT promoter methylation % were plotted with true positives on the vertical axis (sensitivity) and false positives (1-specificity) on the horizontal axis. A CR/PR/SD group versus PD group with TVR cutoff value of 1.25, and B CR/PR group versus SD/PD group with TVR cutoff value of 0.5
Relationship of MGMTpm% and response (A) or KPS (B), and TVR and change of KPS (C)
| MGMTpm% | Patients (%) | CR | PR | SD | PD | |
|---|---|---|---|---|---|---|
| (A) | < 8.2% | 24 (54.6%) | 0 (0%) | 3 (12.5%) | 4 (16.7%) | 17 (70.8%) |
| 8.2 to < 23.9% | 6 (13.6%) | 0 (0%) | 1 (16.7%) | 2 (33.3%) | 3 (50.0%) | |
| ≥ 23.9% | 14 (31.8%) | 4 (28.6%) | 9 (64.3%) | 0 (0%) | 1 (7.1%) |
MGMTpm% MGMT promoter methylation %, TVR Tumor volume ratio, KPS Karnofsky performance status, CR complete response, PR partial response, SD stable disease, PD progressive disease
Fig. 4Positive predictive value (PPV) and negative predictive value (NPV) based on the ROC curve are shown. A: CR/PR/SD versus PD, and B: CR/PR versus SD/PD. Vertical axis shows predictive values and horizontal axis shows MGMT promoter methylation %
Fig. 5Kaplan–Meier curves for PFS and OS of GBM patients stratified by MGMT promoter methylation % cutoff value of 8.2% (A and B) and 23.9% (C and D). In E and F, the red, green, and blue lines indicate Group 1 (unmethylated < 8.2%), Group 2 (methylated 8.2% to < 23.9%), and Group 3 (methylated ≥ 23.9%), respectively. p values were calculated by log-rank test. HR hazard ratio, CI confidence interval