Analysis of Drug Metabolizing Gene Panel in Osteosarcoma Patients Identifies Association Between Variants in SULT1E1, CYP2B6 and CYP4F8 and Methotrexate Levels and Toxicities
- PMID: 32903464
- PMCID: PMC7435008
- DOI: 10.3389/fphar.2020.01241
Analysis of Drug Metabolizing Gene Panel in Osteosarcoma Patients Identifies Association Between Variants in SULT1E1, CYP2B6 and CYP4F8 and Methotrexate Levels and Toxicities
Abstract
High-dose methotrexate is a cornerstone agent in the chemotherapeutic treatment of patients with osteosarcoma. However, patients often develop methotrexate-induced toxicities. We aim to identify determinants of methotrexate-induced toxicities in osteosarcoma patients by investigating the relation between drug plasma levels, methotrexate-induced toxicities, and germline variants in genes related to drug absorption, distribution, metabolism, and elimination. A cohort of 114 osteosarcoma patients was genotyped for 1,931 variants in 231 genes using the Drug Metabolism Enzymes and Transporters Plus array. Methotrexate plasma levels and laboratory measurements during and after high-dose methotrexate treatment concerning renal function, liver damage, and myelopoiesis to reflect toxicity outcomes were obtained. One hundred and thirteen patients and a subset of 545 variants in 176 genes passed quality control checks. Methotrexate plasma levels showed associations with creatinine, alanine aminotransferase, and hemoglobin. Genetic variant rs3736599 in the 5'-untranslated region of SULT1E1 was associated with lower 48 hour methotrexate plasma levels [coef -0.313 (95% CI -0.459 - -0.167); p = 2.60 × 10-5]. Association with methotrexate-induced decreased thrombocyte counts was found for two intronic variants in CYP2B6 {rs4803418 [coef -0.187 (95% CI -0.275 - -0.099); p = 3.04 × 10-5] and rs4803419 [coef -0.186 (95% CI -0.278 - -0.093); p = 8.80 × 10-5]}. An association with increased thrombocyte counts was identified for the intronic variant rs4808326 in CYP4F8 [coef 0.193 (95% CI 0.099 - 0.287); p = 6.02 × 10-5]. Moreover, a secondary analysis with a binary approach using CTCAE toxicity criteria resulted in a nominal significant associations (p < 0.05) for two out of three variants (rs4803418 and rs4808326). This is the first study to identify genetic variants in SULT1E1, CYP2B6, and CYP4F8 to be associated with methotrexate pharmacokinetics and toxicities. Validation of these variants in an independent cohort and further functional investigation of variants in the identified genes is needed to determine if and how they affect methotrexate plasma levels and the development of methotrexate-induced toxicities.
Keywords: absorption, distribution, metabolism, and excretion (ADME); methotrexate; osteosarcoma; pharmacogenetics; plasma levels; toxicity.
Copyright © 2020 Hurkmans, Klumpers, Vermeulen, Hagleitner, Flucke, Schreuder, Gelderblom, Bras, Guchelaar, Coenen and te Loo.
Similar articles
-
Influence of genetic polymorphisms in the folate pathway on toxicity after high-dose methotrexate treatment in pediatric osteosarcoma.Blood Res. 2016 Mar;51(1):50-7. doi: 10.5045/br.2016.51.1.50. Epub 2016 Mar 25. Blood Res. 2016. PMID: 27104192 Free PMC article.
-
Candidate germline polymorphisms of genes belonging to the pathways of four drugs used in osteosarcoma standard chemotherapy associated with risk, survival and toxicity in non-metastatic high-grade osteosarcoma.Oncotarget. 2016 Sep 20;7(38):61970-61987. doi: 10.18632/oncotarget.11486. Oncotarget. 2016. PMID: 27566557 Free PMC article.
-
A pilot exome sequencing study suggests that germline variants influence methotrexate-induced toxicities in pediatric patients with localized osteosarcoma.Pediatr Blood Cancer. 2023 Jun 20:e30501. doi: 10.1002/pbc.30501. Online ahead of print. Pediatr Blood Cancer. 2023. PMID: 37338505
-
Advances in individual prediction of methotrexate toxicity: a review.Br J Haematol. 2009 Sep;146(5):489-503. doi: 10.1111/j.1365-2141.2009.07765.x. Epub 2009 Jun 15. Br J Haematol. 2009. PMID: 19538530 Review.
-
Methotrexate Disposition in Pediatric Patients with Acute Lymphoblastic Leukemia: What Have We Learnt From the Genetic Variants of Drug Transporters.Curr Pharm Des. 2019;25(6):627-634. doi: 10.2174/1381612825666190329141003. Curr Pharm Des. 2019. PMID: 30931851 Review.
Cited by
-
An Investigation of the Prognostic Role of Genes Related to Lipid Metabolism in Head and Neck Squamous Cell Carcinoma.Int J Genomics. 2023 Feb 10;2023:9708282. doi: 10.1155/2023/9708282. eCollection 2023. Int J Genomics. 2023. PMID: 36818393 Free PMC article.
-
Systematic Review of Pharmacogenetic Factors That Influence High-Dose Methotrexate Pharmacokinetics in Pediatric Malignancies.Cancers (Basel). 2021 Jun 7;13(11):2837. doi: 10.3390/cancers13112837. Cancers (Basel). 2021. PMID: 34200242 Free PMC article. Review.
-
Pharmacogenetics of Neoadjuvant MAP Chemotherapy in Localized Osteosarcoma: A Study Based on Data from the GEIS-33 Protocol.Pharmaceutics. 2024 Dec 12;16(12):1585. doi: 10.3390/pharmaceutics16121585. Pharmaceutics. 2024. PMID: 39771563 Free PMC article.
-
Pharmacogenetics of chemotherapy treatment response and -toxicities in patients with osteosarcoma: a systematic review.BMC Cancer. 2022 Dec 19;22(1):1326. doi: 10.1186/s12885-022-10434-5. BMC Cancer. 2022. PMID: 36536332 Free PMC article.
-
Risk prediction for delayed clearance of high-dose methotrexate in pediatric hematological malignancies by machine learning.Int J Hematol. 2021 Oct;114(4):483-493. doi: 10.1007/s12185-021-03184-w. Epub 2021 Jun 25. Int J Hematol. 2021. PMID: 34170480
References
-
- Bacci G., Picci P., Ferrari S., Ruggieri P., Casadei R., Tienghi A., et al. (1993). Primary chemotherapy and delayed surgery for nonmetastatic osteosarcoma of the extremities. Results in 164 patients preoperatively treated with high doses of methotrexate followed by cisplatin and doxorubicin. Cancer 72 (11), 3227–3238. 10.1002/1097-0142(19931201)72:11<3227::aid-cncr2820721116>3.0.co;2-c - DOI - PubMed
LinkOut - more resources
Full Text Sources
Research Materials