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Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825
BACKGROUND: We sought to identify clinical and genetic predictors of temozolomide-related myelotoxicity among patients receiving therapy for glioblastoma. METHODS: Patients (n = 591) receiving therapy on NRG Oncology/RTOG 0825 were included in the analysis. Cases were patients with severe myelotoxic...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587696/ https://www.ncbi.nlm.nih.gov/pubmed/36299794 http://dx.doi.org/10.1093/noajnl/vdac152 |
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author | Scheurer, Michael E Zhou, Renke Gilbert, Mark R Bondy, Melissa L Sulman, Erik P Yuan, Ying Liu, Yanhong Vera, Elizabeth Wendland, Merideth M Youssef, Emad F Stieber, Volker W Komaki, Ritsuko R Flickinger, John C Kenyon, Lawrence C Robins, H Ian Hunter, Grant K Crocker, Ian R Chao, Samuel T Pugh, Stephanie L Armstrong, Terri S |
author_facet | Scheurer, Michael E Zhou, Renke Gilbert, Mark R Bondy, Melissa L Sulman, Erik P Yuan, Ying Liu, Yanhong Vera, Elizabeth Wendland, Merideth M Youssef, Emad F Stieber, Volker W Komaki, Ritsuko R Flickinger, John C Kenyon, Lawrence C Robins, H Ian Hunter, Grant K Crocker, Ian R Chao, Samuel T Pugh, Stephanie L Armstrong, Terri S |
author_sort | Scheurer, Michael E |
collection | PubMed |
description | BACKGROUND: We sought to identify clinical and genetic predictors of temozolomide-related myelotoxicity among patients receiving therapy for glioblastoma. METHODS: Patients (n = 591) receiving therapy on NRG Oncology/RTOG 0825 were included in the analysis. Cases were patients with severe myelotoxicity (grade 3 and higher leukopenia, neutropenia, and/or thrombocytopenia); controls were patients without such toxicity. A risk-prediction model was built and cross-validated by logistic regression using only clinical variables and extended using polymorphisms associated with myelotoxicity. RESULTS: 23% of patients developed myelotoxicity (n = 134). This toxicity was first reported during the concurrent phase of therapy for 56 patients; 30 stopped treatment due to toxicity. Among those who continued therapy (n = 26), 11 experienced myelotoxicity again. The final multivariable clinical factor model included treatment arm, gender, and anticonvulsant status and had low prediction accuracy (area under the curve [AUC] = 0.672). The final extended risk prediction model including four polymorphisms in MGMT had better prediction (AUC = 0.827). Receiving combination chemotherapy (OR, 1.82; 95% CI, 1.02–3.27) and being female (OR, 4.45; 95% CI, 2.45–8.08) significantly increased myelotoxicity risk. For each additional minor allele in the polymorphisms, the risk increased by 64% (OR, 1.64; 95% CI, 1.43–1.89). CONCLUSIONS: Myelotoxicity during concurrent chemoradiation with temozolomide is an uncommon but serious event, often leading to treatment cessation. Successful prediction of toxicity may lead to more cost-effective individualized monitoring of at-risk subjects. The addition of genetic factors greatly enhanced our ability to predict toxicity among a group of similarly treated glioblastoma patients. |
format | Online Article Text |
id | pubmed-9587696 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-95876962022-10-25 Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 Scheurer, Michael E Zhou, Renke Gilbert, Mark R Bondy, Melissa L Sulman, Erik P Yuan, Ying Liu, Yanhong Vera, Elizabeth Wendland, Merideth M Youssef, Emad F Stieber, Volker W Komaki, Ritsuko R Flickinger, John C Kenyon, Lawrence C Robins, H Ian Hunter, Grant K Crocker, Ian R Chao, Samuel T Pugh, Stephanie L Armstrong, Terri S Neurooncol Adv Clinical Investigations BACKGROUND: We sought to identify clinical and genetic predictors of temozolomide-related myelotoxicity among patients receiving therapy for glioblastoma. METHODS: Patients (n = 591) receiving therapy on NRG Oncology/RTOG 0825 were included in the analysis. Cases were patients with severe myelotoxicity (grade 3 and higher leukopenia, neutropenia, and/or thrombocytopenia); controls were patients without such toxicity. A risk-prediction model was built and cross-validated by logistic regression using only clinical variables and extended using polymorphisms associated with myelotoxicity. RESULTS: 23% of patients developed myelotoxicity (n = 134). This toxicity was first reported during the concurrent phase of therapy for 56 patients; 30 stopped treatment due to toxicity. Among those who continued therapy (n = 26), 11 experienced myelotoxicity again. The final multivariable clinical factor model included treatment arm, gender, and anticonvulsant status and had low prediction accuracy (area under the curve [AUC] = 0.672). The final extended risk prediction model including four polymorphisms in MGMT had better prediction (AUC = 0.827). Receiving combination chemotherapy (OR, 1.82; 95% CI, 1.02–3.27) and being female (OR, 4.45; 95% CI, 2.45–8.08) significantly increased myelotoxicity risk. For each additional minor allele in the polymorphisms, the risk increased by 64% (OR, 1.64; 95% CI, 1.43–1.89). CONCLUSIONS: Myelotoxicity during concurrent chemoradiation with temozolomide is an uncommon but serious event, often leading to treatment cessation. Successful prediction of toxicity may lead to more cost-effective individualized monitoring of at-risk subjects. The addition of genetic factors greatly enhanced our ability to predict toxicity among a group of similarly treated glioblastoma patients. Oxford University Press 2022-10-22 /pmc/articles/PMC9587696/ /pubmed/36299794 http://dx.doi.org/10.1093/noajnl/vdac152 Text en © The Author(s) 2022. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Clinical Investigations Scheurer, Michael E Zhou, Renke Gilbert, Mark R Bondy, Melissa L Sulman, Erik P Yuan, Ying Liu, Yanhong Vera, Elizabeth Wendland, Merideth M Youssef, Emad F Stieber, Volker W Komaki, Ritsuko R Flickinger, John C Kenyon, Lawrence C Robins, H Ian Hunter, Grant K Crocker, Ian R Chao, Samuel T Pugh, Stephanie L Armstrong, Terri S Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 |
title | Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 |
title_full | Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 |
title_fullStr | Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 |
title_full_unstemmed | Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 |
title_short | Germline polymorphisms in MGMT associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on NRG Oncology/RTOG 0825 |
title_sort | germline polymorphisms in mgmt associated with temozolomide-related myelotoxicity risk in patients with glioblastoma treated on nrg oncology/rtog 0825 |
topic | Clinical Investigations |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587696/ https://www.ncbi.nlm.nih.gov/pubmed/36299794 http://dx.doi.org/10.1093/noajnl/vdac152 |
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