| Literature DB >> 34988453 |
Michael T C Poon1,2, Shivank Keni3, Vineeth Vimalan2, Chak Ip4, Colin Smith5, Sara Erridge6, Christopher J Weir7, Paul M Brennan2,8,9.
Abstract
BACKGROUND: MGMT methylation in glioblastoma predicts response to temozolomide but dichotomizing methylation status may mask the true prognostic value of quantitative MGMT methylation. This study evaluated whether extent of MGMT methylation interacts with the effect of temozolomide on overall survival.Entities:
Keywords: GBM; O-6 methylguanine-DNA methyltransferase; Temodal; effect modification
Year: 2021 PMID: 34988453 PMCID: PMC8704383 DOI: 10.1093/noajnl/vdab171
Source DB: PubMed Journal: Neurooncol Adv ISSN: 2632-2498
Demographic and Clinical Characteristics of 414 Consecutive Surgical Patients with Histopathologically Confirmed Glioblastoma in Southeast Scotland Between April 2012 and May 2020
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|---|---|---|---|---|
| Characteristics | Overall | Unmethylated† | Low methylation† | High methylation† |
| Age at diagnosis (median, IQR) | 61 (54–68) | 62 (54–68) | 60 (52–68) | 63 (54–68) |
| Sex | ||||
| Male | 238 (57.5) | 147 (65.9) | 45 (55.6) | 46 (41.8) |
| Female | 176 (42.5) | 76 (34.1) | 36 (44.4) | 64 (58.2) |
| Postoperative KPS | ||||
| <70 | 62 (15.0) | 34 (15.2) | 10 (12.3) | 18 (16.4) |
| ≥70 | 352 (85.0) | 189 (84.8) | 71 (87.7) | 92 (83.6) |
| Extent of resection‡ | ||||
| Biopsy | 158 (38.2) | 90 (40.4) | 30 (37.0) | 38 (34.5) |
| Subtotal | 88 (21.3) | 43 (19.3) | 18 (22.2) | 27 (24.5) |
| Gross total | 168 (40.6) | 90 (40.4) | 33 (40.7) | 45 (40.9) |
| Temozolomide regimen§ | ||||
| None | 176 (42.5) | 112 (50.2) | 31 (38.3) | 33 (30.0) |
| Not-completed | 172 (41.5) | 95 (42.6) | 31 (38.3) | 46 (41.8) |
| Standard | 66 (15.9) | 16 (7.2) | 19 (23.5) | 31 (28.2) |
| Radiation therapy | ||||
| None | 48 (11.6) | 26 (11.7) | 8 (9.9) | 14 (12.7) |
| <60 Gy | 118 (28.5) | 76 (34.1) | 21 (25.9) | 21 (19.1) |
| 60 Gy | 248 (59.9) | 121 (54.3) | 52 (64.2) | 75 (68.2) |
High and low methylation groups generated using Youden Index with optimal cut-off point of 25.9%. Unmethylated group represented <6.4% methylation (clinical threshold). Subtotal resection represented 50–89% resection of contrast-enhancing tumor, gross total resection represented ≥90% resection. Standard temozolomide was in accordance with the Stupp protocol, not-completed regimen referred to less than the total dose of the standard regimen. MGMT = O-6 methylguanine-DNA methyltransferase; IQR = interquartile range; KPS = Karnofsky Performance Score. To avoid multiple testing, no P-values are reported in this table.
Figure 1.Histograms showing the extent of MGMT promoter methylation in the study cohort. Vertical dashed line represents the clinical threshold of 6.4% in normal and logarithmic scale. Vertical dotted line represented the optimal cut-off point at 25.9% according to the Youden Index on 2-year survival. (A) Histogram of MGMT promoter methylation without transformation of data. (B) Histogram of logarithmically transformed MGMT promoter methylation level.
Figure 2.Kaplan–Meier curves of survival functions in 414 glioblastoma patients stratified by MGMT methylation status. (A) Survival functions of patients with methylated and unmethylated glioblastoma based on clinical threshold (6.4%) of MGMT promoter methylation. (B) Survival functions of patients in the three methylation groups based on the clinical threshold and optimal cut-off point at 25.9%.
Multivariable Survival Analyses of 414 Glioblastoma Patients Using Accelerated Failure Time Models
| Variables | No. of patients | Model 1 | Model 2 | ||
|---|---|---|---|---|---|
| HR (95% CI) |
| HR (95% CI) |
| ||
|
| |||||
| Logarithmic continuous | 414 | 0.85 (0.78–0.92) | <0.001 | — | — |
| Unmethylated | 223 | — | — | Ref | — |
| Low methylation | 81 | — | — | 0.67 (0.50—0.89) | 0.005 |
| High methylation | 110 | — | — | 0.60 (0.46—0.79) | <0.001 |
| Temozolomide regimen§ | |||||
| None | 176 | Ref | — | Ref | — |
| Not-completed | 172 | 0.49 (0.38–0.63) | <0.001 | 0.49 (0.38–0.63) | <0.001 |
| Standard | 66 | 0.17 (0.12–0.25) | <0.001 | 0.17 (0.12–0.26) | <0.001 |
| Age at diagnosis (per year) | 414 | 1.03 (1.02–1.04) | <0.001 | 1.03 (1.02–1.04) | <0.001 |
| Post-operative KPS | |||||
| <70 | 62 | Ref | – | Ref | - |
| ≥70 | 352 | 0.46 (0.33–0.63) | <0.001 | 0.46 (0.33–1.63) | <0.001 |
| Extent of resection‡ | |||||
| Biopsy | 158 | Ref | – | Ref | - |
| Subtotal | 88 | 0.92 (0.70–1.23) | 0.580 | 0.92 (0.69–1.23) | 0.578 |
| Gross total | 168 | 0.58 (0.45–0.75) | <0.001 | 0.58 (0.45–0.74) | <0.001 |
| Radiation therapy | |||||
| None | 48 | Ref | – | Ref | - |
| <60 Gy | 118 | 0.37 (0.26–0.53) | <0.001 | 0.36 (0.25–0.51) | <0.001 |
| 60 Gy | 248 | 0.33 (0.22–0.49) | <0.001 | 0.32 (0.22–0.47) | <0.001 |
Model 1 used the logarithmically transformed MGMT methylation values. Model 2 used the three methylation groups determined by clinical threshold and the Youden Index.
High and low methylation groups generated using Youden Index with optimal cut-off point of 25.9%. Unmethylated group represented <6.4% methylation (clinical threshold).
Subtotal resection represented 50–89% resection of contrast-enhancing tumor, gross total resection represented ≥90% resection. Standard temozolomide was in accordance with the Stupp protocol, not-completed regimen referred to less than the total dose of the standard regimen. HR = hazard ratio; CI = confidence interval; MGMT = O-6 methylguanine-DNA methyltransferase; KPS = Karnofsky performance score; Ref = reference.
Interaction Models Between MGMT Promoter Methylation and Temozolomide Use on Survival in 414 Glioblastoma Patients
| No. of patients | HR (95% CI) |
| |
|---|---|---|---|
| Model 1—log( | |||
| Interaction between | |||
|
| — | Ref | — |
| log( | 176 | 1.07 (0.95–1.21) | 0.258 |
| log( | 172 | 0.79 (0.55–1.13) | 0.197 |
| log( | 66 | 0.25 (0.13–0.46) | <0.001 |
| Model 2—MGMT groups | |||
| Interaction between | |||
|
| |||
| Unmethylated | 112 | Ref | — |
| Low methylation | 31 | 1.20 (0.79–1.81) | 0.392 |
| High methylation | 33 | 1.18 (0.79–1.76) | 0.428 |
|
| |||
| Unmethylated | 95 | 0.79 (0.58–1.09) | 0.153 |
| Low methylation | 31 | 0.29 (0.18–0.45) | <0.001 |
| High methylation | 46 | 0.27 (0.18–0.40) | <0.001 |
|
| |||
| Unmethylated | 16 | 0.23 (0.13–0.42) | <0.001 |
| Low methylation | 19 | 0.13 (0.07–0.25) | <0.001 |
| High methylation | 31 | 0.13 (0.08–0.22) | <0.001 |
| Model 3—patients with 60 Gy radiotherapy | |||
| Interaction between | |||
|
| |||
| Unmethylated | 30 | Ref | — |
| Low methylation | 13 | 0.81 (0.42–1.57) | 0.528 |
| High methylation | 10 | 0.50 (0.24–1.03) | 0.059 |
|
| |||
| Unmethylated | 77 | 0.77 (0.50–1.19) | 0.235 |
| Low methylation | 20 | 0.36 (0.19–0.68) | 0.002 |
| High methylation | 36 | 0.21 (0.12–0.35) | <0.001 |
|
| |||
| Unmethylated | 14 | 0.19 (0.09–0.38) | <0.001 |
| Low methylation | 19 | 0.10 (0.05–0.21) | <0.001 |
| High methylation | 29 | 0.09 (0.05–0.16) | <0.001 |
All models adjusted for age at diagnosis, post-operative Karnofsky Performance Score, extent of resection and radiotherapy. Hazard ratios were parameterized from the models. Model 1 used the logarithmically transformed MGMT methylation values; Model 2 used the 3 methylation groups determined by clinical threshold and the Youden Index. Standard temozolomide was in accordance with the Stupp protocol, not-completed regimen referred to less than the total dose of the standard regimen. Model 3 was the same as Model 2 but included patients who received 60 Gy radiotherapy only. HR = hazard ratio; CI = confidence interval; MGMT = O-6 methylguanine-DNA methyltransferase; TMZ = temozolomide; Ref = reference.