Relationship between methylenetetrahydrofolate reductase gene polymorphisms and methotrexate drug metabolism and toxicity
Highlight box
Key findings
• The study found the MTHFR C677T gene polymorphism increases the risk of liver toxicity and mucosal damage in children with ALL treated with HD-MTX regimens.
What is known and what is new?
• Functional variants of the MTHFR gene may affect the efficacy and toxic alterations of MTX. Currently, the relationship between MTHFR C677T and A1298C gene polymorphisms and MTX toxic response has been extensively studied, definitive conclusions and uniform consensus remain unavailable.
• The present study, as a multicenter retrospective study with large sample size provides additional evidence for the relationship between MTX toxic response and MTHFR C677T and A1298C gene polymorphisms in children with ALL from southern China.
What is the implication, and what should change now?
• In subsequent studies, the study population size should be expanded, more genes and polymorphic loci related to MTX metabolism should be included.
Introduction
Leukemia is the most common malignancy in children, accounting for approximately 40% of all childhood malignancies, and is one of the leading causes of cancer-related deaths in childhood. Moreover, approximately 80% of all leukemia cases in children are acute lymphoblastic leukemia (ALL) (1). ALL, a malignancy originating from hematopoietic stem cells of B or T lymphocyte precursors, is driven by a series of genetic aberrations, including mutations, chromosomal translocations, and the involvement of aneuploidy genes in lymphocyte development and cell cycle regulation (2). Advances in treatment techniques have increased the 5-year survival rates of more than 90% of children with ALL over the past 20 years (3). However, chemotherapy-related toxicities, which may lead to drug underdosing, and treatment interruption or discontinuation remain major factors affecting treatment outcomes and warrant detailed investigation (4).
The administration of methotrexate (MTX), a key drug in systemic intensive therapy for ALL (5), has been well established in the consolidation phase of treatment and in the prevention and management of extramedullary leukemia in clinical practice. It is also important for sustained remission, relapse prevention, and improvement of long-term disease-free survival in childhood ALL. However, high-dose administration of MTX can cause various adverse effects, including myelosuppression, mucosal damage, gastrointestinal reactions, hepatic and renal toxicity, and neurotoxicity, which eventually lead to forced dose reduction or discontinuation of chemotherapy (6,7). Based on clinical reports, the same dose of MTX used in different children can exhibit varying severities of adverse reactions, indicating different sensitivity and tolerance levels and high MTX heterogeneity in different individuals (8). Individual genetic polymorphisms (especially single nucleotide polymorphisms) have a highly variable effect on the metabolism of MTX, which could be the main reason for the varying levels of drug sensitivity and tolerance (9).
MTX is an intracellular folate analogue that is actively transported into the cell via reduced folate carrier-1. It inhibits thymidylate synthase to interfere with cellular DNA synthesis (10). MTX also blocks the folate cycle by inhibiting dihydrofolate reductase and affects other important enzymes in the folate pathway, such as methylenetetrahydrofolate reductase (MTHFR). MTHFR is a key enzyme in intracellular folate dynamic homeostasis and metabolism, and catalyses the conversion of 5,10-methylenetetrahydrofolate to 5-methyltetrahydrofolate, mediates DNA methylation, and affects protein synthesis (11). Moreover, structural or functional abnormalities in MTHFR can interfere with nucleic acid synthesis and induce cell death. Additionally, it can also affect cellular responsiveness to MTX and the toxic response to MTX. Therefore, MTHFR is considered a key therapeutic target of MTX and its metabolites (10,12,13).
The MTHFR gene is located on the short arm of the distal region of chromosome 1 (1p36.3), spanning 2.2 kb in length and comprising 11 exons. While numerous polymorphisms of MTHFR have been reported, to date, only two polymorphisms, C677T and A1298C, have been extensively studied. The polymorphism of C677T and A1298C gene can reduce the stability and enzyme activity of MTHFR, thus affecting MTX metabolism. The mutational status of gene polymorphisms at these loci could lead to altered MTHFR activity and thus affect MTX metabolism. Therefore, an in-depth understanding of single nucleotide polymorphism (SNP) loci in the MTHFR gene may help to reduce the severe toxic reactions induced by HD-MTX exposure in children with ALL, and facilitate the optimization and individualization of MTX therapy. This current study investigated the effects of the MTHFR C677T and A1298C gene polymorphisms on MTX metabolism and related toxicity during childhood ALL treatment. And we collect the genotype distribution of the C677T and A1298C loci in the MTHFR gene of some ALL patients before treatment. This data will contribute to the development of individualised treatment regimens. We present the following article in accordance with the MDAR reporting checklist (available at https://tp.amegroups.com/article/view/10.21037/tp-22-671/rc).
Methods
General information
Children with ALL who were diagnosed using the the MICM diagnostic model, treated according to the South China Children’s Leukemia Group (SCCLG)-ALL-2016 protocol, and had completed at least 1 cycle of consolidation chemotherapy between September 2017 and June 2021 in southern China (Sun Yat-sen Memorial Hospital of Sun Yat-sen University, The Third Affiliated Hospital of Sun Yat-sen University, The First Affiliated Hospital of Sun Yat-sen University, Shenzhen Children's Hospital, and Sun Yat-sen University Cancer Center) were enrolled in this study. Informed consent was obtained from patients’ legal guardians, and this study was approved by the Ethics Committee of The Third Affiliated Hospital, Sun Yat-sen University (No. (2022)02-076-01). The other hospitals are informed and agreed with the study. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013). Patients were stratified into 3 groups—low-risk, intermediate risk and high risk—according to the age of onset, peripheral blood leukocyte counts since onset, immune classification (B ALL or T ALL), fusion genes, central nervous system leukemia, testicular lymphoblast invasion, mediastinal invasion and the response to 7-day prednisone treatment and remission on Day 15 and Day 33. Routine blood, liver, and kidney functions were analyzed prior to chemotherapy. All patients met the requirements for consolidation chemotherapy administration, and exhibited no gastrointestinal discomfort such as nausea and vomiting, fever, nor skin mucosal breakage. Additionally, all participants were in complete bone marrow remission [minimal residual disease (MRD) <0.01%] after VDLD (Vincristine + Dexamethasone + L-Asparaginase + Daunorubicin)-induced remission treatment.
Chemotherapy regimens
Based on the consolidation phase of the SCCLG-2016-ALL protocol, patients in the low-risk group received 2 g/m2 MTX while the intermediate- and high-risk groups were treated with 5 g/m2 MTX, which was administered via a 24-hour continuous intravenous drip. In detail, one tenth of the total dose was administered as a loading dose over 30 minutes. This was followed by lumbar puncture and one triple (MTX + Cytarabine + Dexamethasone) intrathecal injection and the remaining MTX was titrated uniformly over the next 23.5 hours. High-dose hydration and alkalinization (total fluid 3,000 mL/m2·d, total alkaline 5 mL/kg·d) were performed at least 4 hour before and 72 hour after HD-MTX chemotherapy, wherein urinary pH ≥7.0 was maintained. Calcium formyl tetrahydrofolate (CF) 15 mg/m2 was administered every 6 hours, for 36–42 hours after MTX treatment initiation. Additionally, serum MTX blood concentrations were measured at 24 and 48 hours, and the dose of CF was adjusted as required. Resuscitation was terminated when the serum MTX concentration was <0.2 µmol/L. Post-chemotherapy procedures included mouth rinsing, as well as anti-vomiting and stomach protection regimens. Routine blood and urine concentrations, liver and kidney function indexes, skin mucosal changes, nausea, vomiting, diarrhea, and other gastrointestinal reactions were monitored from chemotherapy initiation to 7 days after chemotherapy completion.
Genotyping
A total of 3 mL of peripheral blood was collected from the participants in EDTA anticoagulation tubes for DNA extraction before MTX chemotherapy. The samples were genotyped using polymerase chain reaction-chip hybridization to obtain the genotype distribution of the C677T and A1298C loci in the MTHFR gene.
Monitoring MTX blood concentrations
The MTX blood concentration was measured by collecting 2 ml of peripheral blood and separating the serum at 24 hours and 48 hours after HD-MTX administration. Blood concentrations >0.2 µmol/L 48 hours after MTX infusion was defined as high MTX concentration, whereas blood concentrations ≤0.2 µmol/L 48 hours after MTX infusion was defined as low MTX concentration.
Evaluation of toxicity
Toxic reactions that occurred during HD-MTX chemotherapy were recorded, including bone marrow suppression, liver toxicity, kidney toxicity, gastrointestinal reactions, and mucosal damage. The above toxic reactions were classified as grades 0, I, II, III, and IV according to the Common Terminology Criteria for Adverse Events (CTCAE) 5.0. Toxic reactions ≥ grade II indicated clinically relevant adverse chemotherapy reactions (Table 1).
Table 1
Toxic and side effects | Grade 0 | Grade I | Grade II | Grade III | Grade IV |
---|---|---|---|---|---|
WBC (×109/L) | ≥4.0 | 3.0–3.9 | 2.0–2.9 | 1.0–1.9 | <1.0 |
N (×109/L) | ≥2.0 | 1.5–1.9 | 1.0–1.4 | 0.5–0.9 | <0.5 |
Hb (g/L) | ≥110 | 95–109 | 80–94 | 65–79 | <65 |
PLT (×109/L) | ≥100 | 75–99 | 50–74 | 25–49 | <25 |
ALT (ALT*N) | ≤1.5 | 1.5–3.0 | 3.1–5.0 | 5.1–20.0 | >20.0 |
SCR (SCR*N) | ≤1.0 | 1.0–1.5 | 1.6–3.0 | 3.1–6.0 | >6.0 |
Oral mucosal damage | No | Erythema and pain | Ulcers that do not interfere with eating | Ulcers resulting in only fluids diet | Difficulty in eating |
Nausea | No | Loss of appetite | Reduced oral intake | Need for nasal feeding or parenteral nutrition | |
Vomiting | No | No intervention required | Additional intravenous rehydration required | Need for tube feeding or parenteral nutrition | |
Diarrhea | No | Increased number: <4 times/day | Increased number: 4–6 times/day | Increased number: ≥6 times/day |
WBC, white blood cell count; N, neutrophil count; Hb, hemoglobin; PLT, platelet count; ALT, alanine transaminase; SCR, serum creatinine.
Statistical analysis
Data analyses were performed using the IBM SPSS 25.0 statistical software. The allele frequencies of MTHFR C677T and A1298C were calculated, and the cardinality test was used to determine whether the Hardy-Weinberg equilibrium was met. Additionally, the cardinality test also compared the differences in MTX blood concentrations between the different genotypes of MTHFR C677T and A1298C at 48 hours after HD-MTX chemotherapy. A chi-square test compared the differences in the occurrence of toxic reactions after HD-MTX chemotherapy between MTHFR C677T and A1298C genotypes. The unconditional logistic regression model was used to calculate the odds ratio (OR) and 95% confidence interval (95% CI) for the likelihood of toxic reactions in individuals with different genotypes. Unless otherwise stated, P<0.05 was considered statistically significant.
Results
A total of 271 children with ALL were included in this study, including 158 (58.3%) males and 113 (41.7%) females, with an age range of 0.9 to 15.4 years and a median age of 5.9 years. Children were classified into low-risk (38 cases, 14.0%), intermediate-risk (172 cases, 63.5%), and high-risk (61 cases, 22.5%) groups based on the risk stratification criteria of the SCCLG-ALL-2016 protocol. The immunophenotype was predominantly B-cell type (242/271, 89.3%), while T-cell type accounted for only 10.7% (29/271) (Table 2). Complete experimental data from 32 participants could not be obtained for the four cycles of the mM regimen due to incomplete treatment or transfer to an external hospital. Additionally, data from 169 MTX treatment dosage adjustments due to previously high MTX blood levels, serious adverse events or renal charts suggesting poor renal metabolism were excluded, resulting in a total of 918 HD-MTX treatment sessions that were included in this study. Therapeutic concentrations of 24-hour MTX blood levels were achieved in all 918 sessions. Of these, 402 sessions (43.9%) achieved 48-hour MTX blood concentrations ≤0.2 µmol/L, whereas 513 sessions (56.1%) achieved 48-hour MTX blood concentrations >0.2 µmol/L. All 271 children were tested for the MTHFR C677T genotype, with 55.0%, 36.9%, and 8.1% carrying the wild-type (CC), heterozygous mutant (CT), and pure mutant (TT) genes, respectively. The genotype distribution was in accordance with the Hardy-Weinberg equilibrium (χ2=0.875, P=0.349) in the study population. However, only 73 children were tested for the A1298C genotype due to differences in testing programs by the hospitals, with 57.5%, 34.3%, and 8.2% of patients carrying the wild-type (AA), heterozygous mutant (AC) and pure mutant (CC) genes, respectively, per the Hardy-Weinberg equilibrium (χ2=0.3725, P=0.83).
Table 2
Clinical characteristics | Number of children with ALL | Number of MTX treatment sessions |
---|---|---|
Total | 271 | 918 |
Sex | ||
Male | 158 (58.3%) | 525 (57.2%) |
Female | 113 (41.7%) | 393 (42.8%) |
Immunophenotyping | ||
B-cell | 242 (89.3%) | 819 (89.2%) |
T-cell | 29 (10.7%) | 99 (10.8%) |
Degree of risk | ||
Low risk | 38 (14.0%) | 141 (15.4%) |
Intermediate risk | 172 (63.5%) | 597 (65.0%) |
High risk | 61 (22.5%) | 180 (19.6%) |
MTX dose | ||
2 g/m2 | 38 (14.0%) | 141 (15.4%) |
5 g/m2 | 233 (86.0%) | 777 (84.6%) |
C677T genotype | ||
CC1 wild type | 149 (55.0%) | 488 (53.2%) |
CT+TT mutant type | 122 (45.0%) | 430 (46.8%) |
CT heterozygous mutation | 100 (36.9%) | 349 (38.0%) |
TT homozygous mutation | 22 (8.1%) | 81 (8.8%) |
A1298C genotype | ||
Undetected | 198 | 637 |
AA wild type | 42 (57.5%) | 163 (58.0%) |
AC+CC2 mutant type | 31 (42.5%) | 118 (42.2%) |
AC heterozygous mutation | 25 (34.3%) | 96 (34.2%) |
CC homozygous mutation | 6 (8.2%) | 22 (7.8%) |
48-h MTX blood concentration | ||
>0.2 μmol/L | 513 (56.1%) | |
≤0.2 μmol/L | 402 (43.9%) |
ALL, acute lymphoblastic leukemia; MTX, methotrexate; CC1, wild-type; CT, heterozygous mutant; TT, homozygous mutant; AA, wild-type; AC, heterozygous mutant; CC2, homozygous mutant.
MTX-related toxic reactions
A total of 918 HD-MTX sessions were included from 271 children with ALL. The most common toxic reaction was myelosuppression, with 627 (68.3%), 481 (52.4%), 594 (64.7%), and 36 (3.9%) sessions of grade II or higher leukopenia, neutropenia, hemoglobin reduction, and thrombocytopenia, respectively. Additionally, 193 (21.0%), 71 (7.73%), and 133 (14.5%) episodes of grade II or higher hepatotoxicity, gastrointestinal reactions, and mucosal damage, respectively, were observed. Events with ≥ grade III renal impairment were not included in this study due to the small number of occurrences (2 events, 2.2%; Table 3).
Table 3
Toxic reactions | Grade II | Grade III | Grade IV | Total |
---|---|---|---|---|
Leukopenia | 289 | 290 | 48 | 627 |
Neutropenia | 188 | 200 | 93 | 481 |
Decreased haemoglobin | 419 | 153 | 22 | 594 |
Thrombocytopenia | 25 | 9 | 2 | 36 |
Liver function impairment | 94 | |||
Gastrointestinal reaction | 67 | 4 | 0 | 71 |
Mucosal damage | 122 | 11 | 0 | 133 |
Relationship between MTHFR polymorphisms and the 48-hour MTX blood concentration
The C677T gene polymorphism may increase the toxic response by decreasing MTX metabolism and maintaining high levels of 48-hour MTX blood concentrations (14,15). However, the present study found no significant correlation between the C677T gene polymorphism and 48-hour MTX blood concentrations (χ2=2.298, P=0.317; Table 4).
Table 4
Genotype | 48-h MTX blood concentration (μmol/L) | c2 | P value | |
---|---|---|---|---|
>0.2 | ≤0.2 | |||
C677T | 2.298 | 0.317 | ||
CC wild type | 277 | 208 | ||
CT+TT mutant type | 236 | 194 | 0.460 | 0.498 |
CT heterozygous mutation | 197 | 152 | ||
TT homozygous mutation | 39 | 42 |
MTX, methotrexate; CC, wild-type; CT, heterozygous mutant; TT, homozygous mutant.
The A1298C gene polymorphism and the 48-hour MTX blood concentrations were measured in 73 children with ALL, spanning a total of 281 HD-MTX sessions. No significant correlation was observed between the A1298C gene polymorphism and the 48-hour MTX blood concentrations (χ2=0.564, P=0.754; Table 5).
Table 5
Genotype | 48-h MTX blood concentration (μmol/L) | c2 | P value | |
---|---|---|---|---|
>0.2 | ≤0.2 | |||
A1298C | 0.564 | 0.754 | ||
AA wild type | 43 | 118 | ||
AC+CC mutant type | 28 | 89 | 0.275 | 0.600 |
AC heterozygous mutation | 22 | 74 | ||
CC homozygous mutation | 6 | 15 |
MTX, methotrexate; AA, wild-type; AC, heterozygous mutant; CC, homozygous mutant.
Relationship between the 48-hour HD-MTX blood concentrations and common clinically relevant chemotherapeutic toxic reactions
A total of 513 sessions (56.1%) reached 48-hour MTX blood concentrations >0.2 µmol/L, while 402 sessions (43.9%) reached MTX concentrations ≤0.2 µmol/L. The relationship between the 48-hour blood concentration of MTX and the occurrence of grade II–IV toxic reactions was analyzed using the Chi-square test. A high 48-hour blood concentration of MTX significantly increased the incidence of leukopenia and hemoglobinopenia (P<0.05), but had no significant effect on the incidence of neutropenia, thrombocytopenia, hepatic impairment, gastrointestinal reactions, nor mucosal damage (P>0.05). According to unconditional logistic regression model analysis, the risk of leukopenia and hemoglobinopenia were 1.749 (OR =1.749, 95% CI: 1.315–2.326, P<0.05) and 1.435 times (OR =1.435, 95% CI: 1.088–1.891, P<0.05) higher in patients with high 48-hour MTX blood levels than in those with low blood levels, respectively (Table 6).
Table 6
Toxic reactions (grades II-IV) | 48-h MTX blood concentration (μmol/L) | c2 | P value | Odds ratio (OR) | 95% confidence interval (CI) | |
---|---|---|---|---|---|---|
>0.2 | ≤0.2 | |||||
Leukopenia | 378 | 246 | 14.919 | 0.000 | 1.749 | 1.315–2.326 |
Neutropenia | 276 | 204 | 0.581 | 0.446 | 1.108 | 0.851–1.442 |
Decreased hemoglobin | 351 | 240 | 6.574 | 0.010 | 1.435 | 1.088–1.891 |
Thrombocytopenia | 23 | 13 | 0.873 | 0.352 | 1.390 | 0.695–2.780 |
Liver function impairment | 112 | 81 | 1.590 | 0.208 | 0.802 | 0.569–1.131 |
Gastrointestinal reaction | 33 | 38 | 2.843 | 0.094 | 0.660 | 0.406–1.073 |
Mucosal damage | 76 | 57 | 0.080 | 0.777 | 1.055 | 0.728–1.529 |
MTX, methotrexate.
Relationship between MTHFR gene polymorphisms and common clinically relevant chemotherapeutic toxic reactions to HD-MTX
Relationship between MTHFR C677T genotype and HD-MTX-related common toxic responses
The incidence of hemoglobinopenia, thrombocytopenia, hepatic impairment, and toxic reactions to mucosal damage were significantly different among the individual MTHFR C677T genotypes in children with ALL (Tables 6,7, P<0.05); however, no significant differences in leukocytopenia, neutropenia, nor gastrointestinal reactions were observed (P>0.05). Furthermore, unconditional logistic regression model analysis revealed that the risk of hepatic impairment and mucosal damage were 1.656 (OR =1.656, 95% CI: 1.179–2.324, P<0.05) and 1.508 times (OR =1.508, 95% CI: 1.042–2.183, P<0.05) higher in patients with the CT+TT mutant than in those with the CC wild-type, respectively.
Table 7
Toxic reactions | Times | MTHFR genotype | c2 | P value | Odds ratio (OR) | 95% confidence interval (CI) | |||
---|---|---|---|---|---|---|---|---|---|
CC | CT | TT | |||||||
CC | CT+TT | ||||||||
Leukopenia | 627 | 328 | 244 | 55 | 0.308 | 0.857 | |||
328 | 199 | 0.127 | 0.721 | 1.053 | 0.793–1.397 | ||||
Neutropenia | 481 | 264 | 180 | 37 | 2.967 | 0.227 | |||
264 | 217 | 1.955 | 0.162 | 0.830 | 0.639–1.078 | ||||
Decreased hemoglobin | 594 | 327 | 225 | 42 | 8.720 | 0.013 | |||
327 | 267 | 3.808 | 0.051 | 0.761 | 0.578–1.001 | ||||
Thrombocytopenia | 36 | 15 | 11 | 10 | 16.308 | 0.000 | |||
15 | 21 | 1.833 | 0.179 | 1.589 | 0.808–3.124 | ||||
Liver function impairment | 193 | 85 | 90 | 18 | 9.555 | 0.008 | |||
85 | 108 | 8.554 | 0.004 | 1.656 | 1.179–2.324 | ||||
Gastrointestinal reaction | 71 | 34 | 30 | 7 | 0.842 | 0.656 | |||
34 | 37 | 0.842 | 0.360 | 1.254 | 0.772–2.037 | ||||
Mucosal damage | 133 | 59 | 55 | 19 | 7.921 | 0.019 | |||
59 | 74 | 4.779 | 0.030 | 1.508 | 1.042–2.183 |
MTX, methotrexate; CC, wild-type; CT, heterozygous mutant; TT, homozygous mutant.
Relationship between each genotype of MTHFR A1298C and common HD-MTX-related toxic responses
The MTHFR A1298C genotypes differed significantly in the incidence of hepatic impairment and gastrointestinal reactions (Table 8, P<0.05), but not in the incidence of bone marrow suppression and mucosal damage (P>0.05). Unconditional logistic regression analysis revealed that there was no increased risk of hepatic impairment nor gastrointestinal reactions in patients with the AC+CC mutant phenotype compared to those with the AA wild type.
Table 8
Toxic reactions | Times | MTHFR genotype | c² | P value | Odds ratio (OR) | 95% confidence interval (CI) | |||
---|---|---|---|---|---|---|---|---|---|
AA | AC | CC | |||||||
AA | AC+CC | ||||||||
Leukopenia | 157 | 89 | 54 | 14 | 0.618 | 0.734 | |||
89 | 68 | 0.441 | 0.507 | 1.179 | 0.725–1.919 | ||||
Neutropenia | 117 | 74 | 34 | 9 | 2.093 | 0.351 | |||
74 | 43 | 1.980 | 0.160 | 0.704 | 0.431–1.149 | ||||
Decreased hemoglobin | 170 | 92 | 63 | 15 | 3.372 | 0.185 | |||
92 | 78 | 3.371 | 0.067 | 1.601 | 0.967–2.651 | ||||
Thrombocytopenia | 10 | 5 | 5 | 0 | 1.792 | 0.408 | |||
5 | 5 | 0.301 | 0.585 | 1.422 | 0.402–5.031 | ||||
Liver function impairment | 50 | 27 | 12 | 11 | 8.537 | 0.014 | |||
27 | 23 | 0.123 | 0.726 | 1.122 | 0.589–2.140 | ||||
Gastrointestinal reaction | 19 | 10 | 4 | 5 | 10.022 | 0.007 | |||
10 | 9 | 0.242 | 0.624 | 1.263 | 0.497–3.213 | ||||
Mucosal damage | 54 | 31 | 15 | 8 | 4.969 | 0.083 | |||
31 | 23 | 0.010 | 0.921 | 1.031 | 0.566–1.879 |
MTX, methotrexate; AA, wild-type; AC, heterozygous mutant; CC, homozygous mutant.
Relationship between the different risk levels and HD-MTX-related toxic side effects
Children with ALL at different risk levels were administered HD-MTX in consolidation chemotherapy regimens at varying doses and in combination with chemotherapeutic agents that were not consistent with the SCCLG-ALL-2016 treatment regimen, leading to differences in toxic responses. As only 73 participants (281 MTX treatment sessions in total) were tested for the A1298C gene polymorphism, this study could only stratify the C677T gene polymorphism according to different risk levels of ALL rather than statistical analysis due to the limited data.
Low-risk group
A significant difference in the incidence of liver function damage and gastrointestinal reactions was observed among the MTHFR C677T genotypes in the low-risk group (Table 9, P<0.05), however, no significant differences were observed in bone marrow suppression nor mucosal damage (P>0.05). Furthermore, unconditional logistic regression model analysis revealed an elevated risk of hepatic impairment (OR =6.067, 95% CI: 1.183–31.102, P<0.05) and a lower risk of neutropenia (OR =0.498, 95% CI: 0.251–0.989, P<0.05) in patients with the CT+TT mutation compared to those with the CC wild type.
Table 9
Toxic reactions | Times | MTHFR genotype | c2 | P value | Odds ratio (OR) | 95% confidence interval (CI) | |||
---|---|---|---|---|---|---|---|---|---|
CC | CT | TT | |||||||
CC | CT+TT | ||||||||
Leukopenia | 69 | 39 | 26 | 4 | 0.733 | 0.693 | |||
39 | 30 | 0.686 | 0.408 | 1.331 | 0.676–2.623 | ||||
Neutropenia | 72 | 49 | 20 | 3 | 4.056 | 0.132 | |||
49 | 23 | 4.008 | 0.047 | 0.498 | 0.251–0.989 | ||||
Decreased hemoglobin | 63 | 42 | 20 | 1 | 4.478 | 0.107 | |||
42 | 21 | 2.121 | 0.147 | 0.600 | 0.301–1.196 | ||||
*Thrombocytopenia | 2 | 0 | 2 | 0 | |||||
0 | 2 | ||||||||
Liver function impairment | 9 | 2 | 5 | 2 | 6.127 | 0.047 | |||
2 | 7 | 5.703 | 0.031 | 6.067 | 1.183–31.102 | ||||
Gastrointestinal reaction | 6 | 4 | 0 | 2 | 10.626 | 0.005 | |||
4 | 2 | 0.107 | 0.745 | 0.750 | 0.133–4.239 | ||||
Mucosal damage | 10 | 4 | 5 | 1 | 1.895 | 0.388 | |||
4 | 6 | 1.850 | 0.185 | 2.430 | 0.653–9.036 |
*, statistical analysis was not performed owing to limited positive data. MTX, methotrexate; CC, wild-type; CT, heterozygous mutant; TT, homozygous mutant.
Intermediate-risk group
There was a significant difference in the incidences of hemoglobin and liver function impairment among the MTHFR C677T genotypes in the intermediate-risk group (Table 10, P<0.05), but no significant difference was observed in leukopenia, neutropenia, thrombocytopenia, gastrointestinal reactions, nor mucosal damage (P>0.05). Unconditional logistic regression model analysis further revealed that there was no increased risk of toxic reactions in patients with the CT+TT mutant phenotype compared to those with the CC wild type.
Table 10
Toxic reactions | Times | MTHFR genotype | c2 | P value | Odds ratio (OR) | 95% confidence interval (CI) | |||
---|---|---|---|---|---|---|---|---|---|
CC | CT | TT | |||||||
CC | CT+TT | ||||||||
Leukopenia | 454 | 237 | 180 | 37 | 4.863 | 0.088 | |||
237 | 217 | 2.793 | 0.095 | 0.718 | 0.486–1.060 | ||||
Neutropenia | 372 | 195 | 148 | 29 | 3.678 | 0.159 | |||
195 | 177 | 1.760 | 0.185 | 0.796 | 0.568–1.115 | ||||
Decreased hemoglobin | 382 | 202 | 153 | 27 | 7.697 | 0.021 | |||
202 | 180 | 2.828 | 0.093 | 0.747 | 0.531–1.050 | ||||
Thrombocytopenia | 22 | 8 | 9 | 5 | 5.224 | 0.073 | |||
8 | 14 | 1.786 | 0.187 | 1.813 | 0.749–4.390 | ||||
Liver function impairment | 112 | 49 | 56 | 7 | 7.104 | 0.029 | |||
49 | 63 | 3.068 | 0.081 | 1.481 | 0.953–2.299 | ||||
Gastrointestinal reaction | 32 | 11 | 19 | 2 | 5.368 | 0.068 | |||
11 | 21 | 3.704 | 0.059 | 2.056 | 0.973–4.345 | ||||
Mucosal damage | 56 | 25 | 24 | 7 | 1.342 | 0.511 | |||
25 | 31 | 0.975 | 0.325 | 1.320 | 0.759–2.296 |
MTX, methotrexate; CC, wild-type; CT, heterozygous mutant; TT, homozygous mutant.
High-risk group
A significant difference in the incidences of thrombocytopenia and mucosal damage was observed among the MTHFR C677T genotypes in the high-risk group (Table 11, P<0.05), while no significant differences were observed for leukopenia, neutropenia, hemoglobinopenia, hepatic impairment, nor gastrointestinal reactions (P>0.05). Moreover, unconditional logistic regression models revealed that the risk of mucosal damage in patients with CT+TT mutant was 1.906 times higher than in those with the CC wild type (OR =1.906, 95% CI: 1.033–3.518, P<0.05). However, an increased risk of thrombocytopenia was not observed (OR =0.855, 95% CI: 0.261–2.804, P>0.05).
Table 11
Toxic reactions | Times | MTHFR genotype | c2 | P value | Odds ratio (OR) | 95% confidence interval (CI) | |||
---|---|---|---|---|---|---|---|---|---|
CC | CT | TT | |||||||
CC | CT+TT | ||||||||
Leukopenia | 104 | 52 | 38 | 14 | 4.012 | 0.134 | |||
52 | 52 | 2.259 | 0.134 | 1.586 | 0.868–2.899 | ||||
Neutropenia | 37 | 20 | 12 | 5 | 0.660 | 0.719 | |||
20 | 17 | 0.009 | 0.924 | 1.036 | 0.501–2.141 | ||||
Decreased hemoglobin | 149 | 83 | 52 | 14 | 0.556 | 0.757 | |||
83 | 66 | 0.328 | 0.567 | 0.795 | 0.363–1.744 | ||||
Thrombocytopenia | 12 | 7 | 0 | 5 | 17.338 | 0.000 | |||
7 | 5 | 0.067 | 0.796 | 0.855 | 0.261–2.804 | ||||
Liver function impairment | 72 | 34 | 29 | 9 | 3.202 | 0.202 | |||
34 | 38 | 2.632 | 0.106 | 1.676 | 0.896–3.135 | ||||
Gastrointestinal reaction | 33 | 19 | 11 | 3 | 0.136 | 0.934 | |||
19 | 14 | 0.131 | 0.718 | 0.869 | 0.405–1.864 | ||||
Mucosal damage | 67 | 30 | 26 | 11 | 6.652 | 0.036 | |||
30 | 37 | 4.298 | 0.039 | 1.906 | 1.033–3.518 |
MTX, methotrexate; CC, wild-type; CT, heterozygous mutant; TT, homozygous mutant.
Discussion
MTX is a commonly used drug in the treatment of many malignancies, including paediatric ALL. However, the use of MTX is often limited by drug-related toxicities such as bone marrow suppression, abnormal liver and kidney function, skin mucosal damage, and gastrointestinal reactions. Moreover, children can experience serious adverse reactions, even life-threatening reactions, even at doses which do not exceed the blood concentration limit. The forced reduction of drug dose during the subsequent MTX course is speculated to increase the risk of tumour recurrence. Therefore, it is necessary to investigate the mechanism of MTX-related toxic reactions to identify the susceptibility factors and improve patient outcomes. Recent studies have suggested that functional variants of the MTHFR gene may affect the efficacy and toxicity related to MTX (10-13). Indeed, the relationship between MTX blood concentration, polymorphisms of MTHFR C677T and A1298C gene loci, and the toxic response to HD-MTX warrants further clarification.
Some studies have suggested a correlation between MTX blood concentrations and toxic effects (16), and that the former may be used as an objective biomarker of MTX-related toxicity. Moreover, the sustained maintenance of high plasma MTX concentrations has been associated with the development of toxic drug reactions (17,18). Aumente and Avivi et al. proposed a 48-hour MTX blood concentration of 0.2 µmol/L as a clinical threshold for MTX toxic reactions (19,20), and this has been adopted in the current study. The chi-square test analysis suggested that the risk of leukopenia and hemoglobin reduction was significantly higher in patients with high MTX blood concentrations than in those with low MTX blood concentrations (P<0.05), and this was consistent with the findings of Liu et al. (21). Our data from South China provided additional support demonstrating that MTX blood concentrations can influence toxic effects. Notably, the active monitoring of MTX blood concentrations by clinicians can aid in predicting the degree of bone marrow suppression in children and facilitate clinical guidance for the timely transfusion of blood products, appropriate use of stimulating factors, and the prevention and control of infection.
In this study, no correlation was observed between the 48-hour blood concentration of MTX and the C677T and A1298C gene polymorphisms. Therefore, the relationship between polymorphisms at each gene locus and MTX drug concentrations could not be confirmed. Similarly, Chae et al. also reported no correlation between MTHFR genotypes and MTX blood concentrations (22). A meta-analysis that included 13 studies also suggested no correlation between MTX drug metabolism and C677T and A1298C gene polymorphisms, emphasizing that C677T and A1298C cannot be used as suitable predictors of MTX pharmacokinetics (16). However, Haase et al. observed significantly higher MTX blood concentrations in patients with 677CC wild type than in those with 677CT and 677TT mutations (23). This deviation could be attributed to the difference in the sample size between the present study and other previous studies.
A mutation in C677T, a common genetic polymorphism site of MTHFR, causes the substitution of cytosine at position 677 of MTHFR with thymine, and a corresponding amino acid sequence change from alanine to valine. The mutation significantly reduced the affinity of MTHFR for the cofactor flavin adenine dinucleotide, subsequently decreasing MTHFR stability, heat resistance, and enzymatic activity (24,25). Mutant states of 677CT and 677TT encode only 60% and 30%, respectively, of the MTHFR activity encoded by the wild type (677CC), which reduces the metabolism rate and increases MTX accumulation. Notably, MTX commonly causes liver function impairment. Although a few studies have suggested no correlation between C677T mutations and liver function impairment (26,27), a great number of other studies have indicated a strong association. In a meta-analysis by Zhu et al. that included 14 studies with a sample size of 1714 children, the C677T mutant gene was significantly associated with hepatotoxicity (28). Additionally, several reports have confirmed a significantly higher risk of hepatic impairment in patients with mutant genotypes (29-32). El-Khodary et al. also demonstrated significantly higher serum glutaminase levels in children with ALL who have CT and TT mutation compared to those with wild-type CC (33). In this study, we found significant differences in the incidence of hepatic impairment among MTHFR C677T genotypes. Additionally, the risk of hepatic impairment was significantly higher in patients with the CT+TT mutation than in those with the CC wild-type. Another stratified analysis reported the same conclusion in the low-risk group. The C677T mutation has been shown to cause a rapid increase in cysteine levels in vivo after MTX chemotherapy, which could be a potential molecular mechanism leading to liver function impairment (34). Regarding myelosuppression, Giletti et al. concluded that the TT mutant phenotype significantly reduced the hematologic toxic response to MTX (35). However, some studies reported no correlation between the MTHFR CT+TT mutant phenotype and hematologic toxicity (36,37). In the present study, we found that the risk of neutropenia was lower in patients with the CT+TT mutation in the low-risk group than in those with the CC wild-type. However, no correlation was observed in the intermediate-risk and high-risk groups. Several studies have demonstrated the absence of a correlation between C677T gene polymorphism and mucosal damage (16,38). However, a study that included 109 children with ALL found that the risk of mucositis in children with the CC wild-type was 3 times higher than those with the CT+TT mutation. Thus, mutant genes are considered to induce a protective effect against mucosal damage, whereas wild-type genes are more likely to cause mucosal damage (39). In contrast, some studies also reported that C677T mutant genes are strongly associated with grade III or higher mucosal toxicity, thereby causing oral mucositis (28,29,40). In the present study, patients with the CT+TT mutant phenotype were more prone to mucosal damage in the high-risk group, but no correlation was observed in the low- and intermediate-risk groups. Furthermore, MTX can be secreted from saliva, leading to increased direct mucosal toxicity, altered glutathione metabolism, and altered gastrointestinal microbiota. Mucositis may be induced via different inflammatory responses, such as pro-inflammatory cytokines and folate metabolism pathway genes (18). Gong et al. also confirmed that the CT+TT mutant genes can increase the mucosal toxicity of MTX (41). Thus, the MTHFR C677T gene polymorphism increases the risk of liver toxicity and mucosal damage in children with ALL treated with HD-MTX regimens. Therefore, changes in liver function, and skin and oral mucosa should be closely monitored during HD-MTX chemotherapy. In children with the C677T mutation, the dose of MTX treatment can be personalised accordingly. Additionally, intensive adjuvant supportive therapy, such as hydration and alkalinization, intensive liver protection, and intensive CF mouthwash, should be appropriately administered during chemotherapy.
Another common gene polymorphism locus for MTHFR is A1298C, which results in the conversion of glutamate to alanine at codon 429. MTHFR activity encoded by mutant 1298CC is 60% of that encoded by wild-type 1298AA. However, only 30% of MTHFR enzyme activity remains when two different alleles of MTHFR are present, 677T and 1298C (16,30,42,43). Moreover, A1298C polymorphism was not significantly correlated with the occurrence of MTX-induced side effects (28,37). However, some studies have found that the AC+CC mutant phenotype leads to an increased risk of myelosuppression and liver function impairment (44,45). In contrast, another study reported a significantly lower risk of neutropenia and hepatotoxicity in children with the CC mutation. The MTHFR A1298C mutation reduces enzyme activity, thereby increasing the substrates available for thymidine synthesis and consequently increasing DNA synthesis and reducing the incidence of toxic reactions to MTX (21,46,47). In the present study, significant differences in the incidence of liver function impairment and gastrointestinal reactions were found among genotypes. However, an increased risk of hepatic impairment and gastrointestinal reactions in children with the AC+CC mutant was not observed in the unconditional logistic regression model, which could be attributed to insufficient sample size. Therefore, the relationship between the A1298C polymorphism and the toxic side effects of MTX drugs warrants further investigation.
Although the relationship between MTHFR C677T and A1298C gene polymorphisms and MTX toxic response has been extensively studied, definitive conclusions and uniform consensus remain unavailable. The diversity of the findings could be attributed to the differences in treatment regimens used, varying doses of MTX, different treatment experience and levels at different research institutions, smaller study populations, ethnic heterogeneity and failure to homogenize the items and time points for evaluating toxic responses. Additionally, there are some uncontrollable confounding factors. For example, there are many other enzymes or transporter proteins such as Folypolyglutamate synthase (FPGS) (12), gamma-glutamyl hydrolase (GGH) (48), solute carrier organic anion transporter 1B1(SLCO1B1) (49), and ATP-binding cassette B1(ABCB1) (50) that have an impact on MTX pharmacokinetic variability in addition to MTHFR. During HD-MTX treatment, other drugs, such as mercaptopurine, or prophylactic agents against fungi may also be used. These factors may act together and influence the extent of toxic reactions experienced by the pediatric patient. The present study, as a multicentre retrospective study with large sample size, did have the above limitations. Therefore, in subsequent studies, the treatment process should be further standardized across hospitals and the study population size should be expanded to homogenize the assessment items and time. Furthermore, other genes and polymorphic loci related to MTX metabolism should be included. Additionally, the molecular biological mechanisms related to MTX metabolism should be explored in conjunction with basic research to provide a more reliable basis for developing personalised treatment regimens of MTX in the clinical setting.
Conclusions
Despite a lack of consensus on the relationship between MTX blood levels, polymorphisms at the MTHFR C677T and A1298C loci, and the toxic response to HD-MTX, this study provided additional data related to the MTX treatment of children with ALL from southern China. These findings encourage clinicians to actively improve MTHFR genotype testing in children with ALL and recommend individualized treatment regimens during HD-MTX chemotherapy based on the genotype results. Thus, this study aids in predicting, preventing, and reducing the occurrence of serious MTX-related toxic reactions.
Acknowledgments
Funding: This work was supported by the National Natural Science Foundation for Young Scientists of China (Grant No. 82100181) and the Beijing New Sunshine Charity Foundation.
Footnote
Reporting Checklist: The authors have completed the MDAR reporting checklist. Available at https://tp.amegroups.com/article/view/10.21037/tp-22-671/rc
Data Sharing Statement: Available at https://tp.amegroups.com/article/view/10.21037/tp-22-671/dss
Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://tp.amegroups.com/article/view/10.21037/tp-22-671/coif). The authors have no conflicts of interest to declare.
Ethical Statement: The authors are accountable for all aspects of the work, including ensuring that any questions related to the accuracy or integrity of any part of the work have been appropriately investigated and resolved. Informed consent was obtained from patients’ legal guardians, and this study was approved by the Ethics Committee of The Third Affiliated Hospital, Sun Yat-sen University (No. (2022)02-076-01). The other hospitals are informed and agreed with the study. The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013).
Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.
References
- Mohseni M, Uludag H, Brandwein JM. Advances in biology of acute lymphoblastic leukemia (ALL) and therapeutic implications. Am J Blood Res 2018;8:29-56.
- Hunger SP, Mullighan CG. Acute Lymphoblastic Leukemia in Children. N Engl J Med 2015;373:1541-52. [Crossref] [PubMed]
- Hunger SP, Lu X, Devidas M, et al. Improved survival for children and adolescents with acute lymphoblastic leukemia between 1990 and 2005: a report from the children's oncology group. J Clin Oncol 2012;30:1663-9. [Crossref] [PubMed]
- Cooper SL, Brown PA. Treatment of pediatric acute lymphoblastic leukemia. Pediatr Clin North Am 2015;62:61-73. [Crossref] [PubMed]
- FARBER S. DIAMOND LK. Temporary remissions in acute leukemia in children produced by folic acid antagonist, 4-aminopteroyl-glutamic acid. N Engl J Med 1948;238:787-93. [Crossref] [PubMed]
- Kapoor G, Sinha R, Abedin S. Experience with high dose methotrexate therapy in childhood acute lymphoblastic leukemia in a tertiary care cancer centre of a developing country. Pediatr Blood Cancer 2012;59:448-53. [Crossref] [PubMed]
- Zhao M, Liang L, Ji L, et al. MTHFR gene polymorphisms and methotrexate toxicity in adult patients with hematological malignancies: a meta-analysis. Pharmacogenomics 2016;17:1005-17. [Crossref] [PubMed]
- Niedzielska E, Węcławek-Tompol J, Matkowska-Kocjan A, et al. The influence of genetic RFC1, MS and MTHFR polymorphisms on the risk of acute lymphoblastic leukemia relapse in children and the adverse effects of methotrexate. Adv Clin Exp Med 2013;22:579-84.
- Ongaro A, De Mattei M, Della Porta MG, et al. Gene polymorphisms in folate metabolizing enzymes in adult acute lymphoblastic leukemia: effects on methotrexate-related toxicity and survival. Haematologica 2009;94:1391-8. [Crossref] [PubMed]
- Krajinovic M, Moghrabi A. Pharmacogenetics of methotrexate. Pharmacogenomics 2004;5:819-34. [Crossref] [PubMed]
- Kodidela S, Suresh Chandra P, Dubashi B. Pharmacogenetics of methotrexate in acute lymphoblastic leukaemia: why still at the bench level? Eur J Clin Pharmacol 2014;70:253-60. [Crossref] [PubMed]
- Wang SM, Zeng WX, Wu WS, et al. Association between a microRNA binding site polymorphism in SLCO1A2 and the risk of delayed methotrexate elimination in Chinese children with acute lymphoblastic leukemia. Leuk Res 2018;65:61-6. [Crossref] [PubMed]
- De Mattia E, Toffoli G. C677T and A1298C MTHFR polymorphisms, a challenge for antifolate and fluoropyrimidine-based therapy personalisation. Eur J Cancer 2009;45:1333-51. [Crossref] [PubMed]
- Imanishi H, Okamura N, Yagi M, et al. Genetic polymorphisms associated with adverse events and elimination of methotrexate in childhood acute lymphoblastic leukemia and malignant lymphoma. J Hum Genet 2007;52:166-71. [Crossref] [PubMed]
- Mahmoud LB, Mdhaffar M, Frikha R, et al. Use of MTHFR C677T polymorphism and plasma pharmacokinetics to predict methotrexate toxicity in patients with acute lymphoblastic leukemia. Adv Clin Exp Med 2018;27:1061-8. [Crossref] [PubMed]
- Umerez M, Gutierrez-Camino Á, Muñoz-Maldonado C, et al. MTHFR polymorphisms in childhood acute lymphoblastic leukemia: influence on methotrexate therapy. Pharmgenomics Pers Med 2017;10:69-78. [Crossref] [PubMed]
- Lopez-Lopez E, Martin-Guerrero I, Ballesteros J, et al. A systematic review and meta-analysis of MTHFR polymorphisms in methotrexate toxicity prediction in pediatric acute lymphoblastic leukemia. Pharmacogenomics J 2013;13:498-506. [Crossref] [PubMed]
- Park JA, Shin HY. Influence of genetic polymorphisms in the folate pathway on toxicity after high-dose methotrexate treatment in pediatric osteosarcoma. Blood Res 2016;51:50-7. [Crossref] [PubMed]
- Aumente D, Buelga DS, Lukas JC, et al. Population pharmacokinetics of high-dose methotrexate in children with acute lymphoblastic leukaemia. Clin Pharmacokinet 2006;45:1227-38. [Crossref] [PubMed]
- Avivi I, Zuckerman T, Krivoy N, et al. Genetic polymorphisms predicting methotrexate blood levels and toxicity in adult non-Hodgkin lymphoma. Leuk Lymphoma 2014;55:565-70. [Crossref] [PubMed]
- Liu SG, Li ZG, Cui L, et al. Effects of methylenetetrahydrofolate reductase gene polymorphisms on toxicities during consolidation therapy in pediatric acute lymphoblastic leukemia in a Chinese population. Leuk Lymphoma 2011;52:1030-40. [Crossref] [PubMed]
- Chae H, Kim M, Choi SH, et al. Influence of plasma methotrexate level and MTHFR genotype in Korean paediatric patients with acute lymphoblastic leukaemia. J Chemother 2020;32:251-9. [Crossref] [PubMed]
- Haase R, Elsner K, Merkel N, et al. High dose methotrexate treatment in childhood ALL: pilot study on the impact of the MTHFR 677C>T and 1298A>C polymorphisms on MTX-related toxicity. Klin Padiatr 2012;224:156-9. [Crossref] [PubMed]
- Lambrecht L, Sleurs C, Labarque V, et al. The role of the MTHFR C677T polymorphism in methotrexate-induced toxicity in pediatric osteosarcoma patients. Pharmacogenomics 2017;18:787-95. [Crossref] [PubMed]
- Mashhadi MA, Miri-Moghaddam E, Arbabi N, et al. C677T and A1298C polymorphisms of methylene tetrahydrofolate reductase in non-Hodgkin lymphoma: southeast Iran. Tumori 2018;104:280-4. [Crossref] [PubMed]
- Aplenc R, Thompson J, Han P, et al. Methylenetetrahydrofolate reductase polymorphisms and therapy response in pediatric acute lymphoblastic leukemia. Cancer Res 2005;65:2482-7. [Crossref] [PubMed]
- Kishi S, Griener J, Cheng C, et al. Homocysteine, pharmacogenetics, and neurotoxicity in children with leukemia. J Clin Oncol 2003;21:3084-91. [Crossref] [PubMed]
- Zhu C, Liu YW, Wang SZ, et al. Associations between the C677T and A1298C polymorphisms of MTHFR and the toxicity of methotrexate in childhood malignancies: a meta-analysis. Pharmacogenomics J 2018;18:450-9. [Crossref] [PubMed]
- Zahra FT, Nahid NA, Islam MR, et al. Pharmacogenetic Variants in MTHFR Gene are Significant Predictors of Methotrexate Toxicities in Bangladeshi Patients With Acute Lymphoblastic Leukemia. Clin Lymphoma Myeloma Leuk 2020;20:e58-65. [Crossref] [PubMed]
- Eissa DS, Ahmed TM. C677T and A1298C polymorphisms of the methylenetetrahydrofolate reductase gene: effect on methotrexate-related toxicity in adult acute lymphoblastic leukaemia. Blood Coagul Fibrinolysis 2013;24:181-8. [Crossref] [PubMed]
- Huang S, Jin L, Yang J, et al. Study on Relationships of Tumor Status and Gene Polymorphism With Blood Concentration of MTX and Toxicities in 63 Pediatric Mature B Cell Lymphoma in Chinese Population. Technol Cancer Res Treat 2021;20:1533033821995288. [Crossref] [PubMed]
- Zhang W, Liu Z, Yang Z, et al. MTHFR Polymorphism Is Associated With Severe Methotrexate-Induced Toxicity in Osteosarcoma Treatment. Front Oncol 2021;11:781386. [Crossref] [PubMed]
- El-Khodary NM, El-Haggar SM, Eid MA, et al. Study of the pharmacokinetic and pharmacogenetic contribution to the toxicity of high-dose methotrexate in children with acute lymphoblastic leukemia. Med Oncol 2012;29:2053-62. [Crossref] [PubMed]
- Hardy KK, Embry L, Kairalla JA, et al. Neurocognitive Functioning of Children Treated for High-Risk B-Acute Lymphoblastic Leukemia Randomly Assigned to Different Methotrexate and Corticosteroid Treatment Strategies: A Report From the Children's Oncology Group. J Clin Oncol 2017;35:2700-7. [Crossref] [PubMed]
- Giletti A, Vital M, Lorenzo M, et al. Methotrexate pharmacogenetics in Uruguayan adults with hematological malignant diseases. Eur J Pharm Sci 2017;109:480-5. [Crossref] [PubMed]
- Campbell JM, Bateman E, Stephenson MD, et al. Methotrexate-induced toxicity pharmacogenetics: an umbrella review of systematic reviews and meta-analyses. Cancer Chemother Pharmacol 2016;78:27-39. [Crossref] [PubMed]
- Erčulj N, Kotnik BF, Debeljak M, et al. Influence of folate pathway polymorphisms on high-dose methotrexate-related toxicity and survival in childhood acute lymphoblastic leukemia. Leuk Lymphoma 2012;53:1096-104. [Crossref] [PubMed]
- Costea I, Moghrabi A, Laverdiere C, et al. Folate cycle gene variants and chemotherapy toxicity in pediatric patients with acute lymphoblastic leukemia. Haematologica 2006;91:1113-6.
- Ramírez-Pacheco A, Moreno-Guerrero S, Alamillo I, et al. Mexican Childhood Acute Lymphoblastic Leukemia: A Pilot Study of the MDR1 and MTHFR Gene Polymorphisms and Their Associations with Clinical Outcomes. Genet Test Mol Biomarkers 2016;20:597-602. [Crossref] [PubMed]
- Lu S, Zhu X, Li W, et al. Influence of Methylenetetrahydrofolate Reductase C677T and A1298C Polymorphism on High-Dose Methotrexate-Related Toxicities in Pediatric Non-Hodgkin Lymphoma Patients. Front Oncol 2021;11:598226. [Crossref] [PubMed]
- Gong Y, Luo L, Wang L, et al. Association of MTHFR and ABCB1 polymorphisms with MTX-induced mucositis in Chinese paediatric patients with acute lymphoblastic leukaemia, lymphoma or osteosarcoma-A retrospective cohort study. J Clin Pharm Ther 2021;46:1557-63. [Crossref] [PubMed]
- Brockton NT. Localized depletion: the key to colorectal cancer risk mediated by MTHFR genotype and folate? Cancer Causes Control 2006;17:1005-16. [Crossref] [PubMed]
- Senapati S, Singh S, Das M, et al. Genome-wide analysis of methotrexate pharmacogenomics in rheumatoid arthritis shows multiple novel risk variants and leads for TYMS regulation. Pharmacogenet Genomics 2014;24:211-9. [Crossref] [PubMed]
- Kantar M, Kosova B, Cetingul N, et al. Methylenetetrahydrofolate reductase C677T and A1298C gene polymorphisms and therapy-related toxicity in children treated for acute lymphoblastic leukemia and non-Hodgkin lymphoma. Leuk Lymphoma 2009;50:912-7. [Crossref] [PubMed]
- Goekkurt E, Stoehlmacher J, Stueber C, et al. Pharmacogenetic analysis of liver toxicity after busulfan/cyclophosphamide-based allogeneic hematopoietic stem cell transplantation. Anticancer Res 2007;27:4377-80.
- Liu JX, Chen JP, Tan W, et al. Association between mthfr gene polymorphisms and toxicity of HDMTX chemotherapy in acute lymphocytic leukemia. Zhongguo Shi Yan Xue Ye Xue Za Zhi 2008;16:488-92.
- Pakakasama S, Kanchanakamhaeng K, Kajanachumpol S, et al. Genetic polymorphisms of folate metabolic enzymes and toxicities of high dose methotrexate in children with acute lymphoblastic leukemia. Ann Hematol 2007;86:609-11. [Crossref] [PubMed]
- Organista-Nava J, Gómez-Gómez Y, Saavedra-Herrera MV, et al. Polymorphisms of the gamma-glutamyl hydrolase gene and risk of relapse to acute lymphoblastic leukemia in Mexico. Leuk Res 2010;34:728-32. [Crossref] [PubMed]
- Eldem İ, Yavuz D, Cumaoğullari Ö, et al. SLCO1B1 Polymorphisms are Associated With Drug Intolerance in Childhood Leukemia Maintenance Therapy. J Pediatr Hematol Oncol 2018;40:e289-94. [Crossref] [PubMed]
- Jaramillo AC, Cloos J, Lemos C, et al. Ex vivo resistance in childhood acute lymphoblastic leukemia: Correlations between BCRP, MRP1, MRP4 and MRP5 ABC transporter expression and intracellular methotrexate polyglutamate accumulation. Leuk Res 2019;79:45-51. [Crossref] [PubMed]
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