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1.
Clin Pharmacol Ther ; 102(1): 131-140, 2017 07.
Article in English | MEDLINE | ID: mdl-28090653

ABSTRACT

Remission induction therapy for acute lymphoblastic leukemia (ALL) includes medications that may cause hepatotoxicity, including asparaginase. We used a genome-wide association study to identify loci associated with elevated alanine transaminase (ALT) levels after induction therapy in children with ALL enrolled on St. Jude Children's Research Hospital (SJCRH) protocols. Germline DNA was genotyped using arrays and exome sequencing. Adjusting for age, body mass index, ancestry, asparaginase preparation, and dosage, the PNPLA3 rs738409 (C>G) I148M variant, previously associated with fatty liver disease risk, had the strongest genetic association with ALT (P = 2.5 × 10-8 ). The PNPLA3 rs738409 variant explained 3.8% of the variability in ALT, and partly explained race-related differences in ALT. The PNPLA3 rs738409 association was replicated in an independent cohort of 2,285 patients treated on Children's Oncology Group protocol AALL0232 (P = 0.024). This is an example of a pharmacogenetic variant overlapping with a disease risk variant.


Subject(s)
Alanine Transaminase/blood , Asparaginase , Chemical and Drug Induced Liver Injury , Lipase/genetics , Membrane Proteins/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Antineoplastic Agents/administration & dosage , Antineoplastic Agents/adverse effects , Asparaginase/administration & dosage , Asparaginase/adverse effects , Chemical and Drug Induced Liver Injury/blood , Chemical and Drug Induced Liver Injury/genetics , Child , Correlation of Data , Female , Genome-Wide Association Study/methods , Humans , Male , Pharmacogenomic Variants/genetics , Polymorphism, Single Nucleotide , Precursor Cell Lymphoblastic Leukemia-Lymphoma/blood , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/ethnology , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Remission Induction/methods , Risk Assessment/methods , United States/epidemiology
2.
Clin Pharmacol Ther ; 101(3): 373-381, 2017 03.
Article in English | MEDLINE | ID: mdl-27564568

ABSTRACT

We performed a genomewide association study (GWAS) of primary erythrocyte thiopurine S-methyltransferase (TPMT) activity in children with leukemia (n = 1,026). Adjusting for age and ancestry, TPMT was the only gene that reached genomewide significance (top hit rs1142345 or 719A>G; P = 8.6 × 10-61 ). Additional genetic variants (in addition to the three single-nucleotide polymorphisms [SNPs], rs1800462, rs1800460, and rs1142345, defining TPMT clinical genotype) did not significantly improve classification accuracy for TPMT phenotype. Clinical mercaptopurine tolerability in 839 patients was related to TPMT clinical genotype (P = 2.4 × 10-11 ). Using 177 lymphoblastoid cell lines (LCLs), there were 251 SNPs ranked higher than the top TPMT SNP (rs1142345; P = 6.8 × 10-5 ), revealing a limitation of LCLs for pharmacogenomic discovery. In a GWAS, TPMT activity in patients behaves as a monogenic trait, further bolstering the utility of TPMT genetic testing in the clinic.


Subject(s)
Antimetabolites, Antineoplastic/pharmacokinetics , Leukemia/drug therapy , Mercaptopurine/pharmacokinetics , Methyltransferases/genetics , Antimetabolites, Antineoplastic/administration & dosage , Child , Dose-Response Relationship, Drug , Female , Genome-Wide Association Study , Genotype , Humans , Male , Mercaptopurine/administration & dosage , Pharmacogenetics , Polymorphism, Single Nucleotide
4.
Clin Pharmacol Ther ; 92(3): 360-5, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22871999

ABSTRACT

There are several hurdles to the clinical implementation of pharmacogenetics. One approach is to employ pre-prescription genotyping, involving interrogation of multiple pharmacogenetic variants using a high-throughput platform. We compared the performance of the Drug Metabolizing Enzymes and Transporters (DMET) Plus array (1,931 variants in 225 genes) with that of orthogonal genotyping methods in 220 pediatric patients. A total of 1,692 variants had call rates >98% and were in Hardy-Weinberg equilibrium. Of these, 259 were genotyped by at least one independent method, and a total of 19,942 single-nucleotide polymorphism (SNP)-patient sample pairs were evaluated. The concordance rate was 99.9%, with only 28 genotype discordances observed. For the genes deemed most likely to be clinically relevant (TPMT, CYP2D6, CYP2C19, CYP2C9, VKORC1, DPYD, UGT1A1, and SLCO1B1), a total of 3,799 SNP-patient sample pairs were evaluable and had a concordance rate of 99.96%. We conclude that the DMET Plus array performs well with primary patient samples, with the results in good concordance with those of several lower-throughput genotyping methods.


Subject(s)
Genotyping Techniques/methods , Cytochrome P-450 Enzyme System/genetics , Female , Genes/genetics , Genotype , Humans , Inactivation, Metabolic/genetics , Male , Oligonucleotide Array Sequence Analysis/methods , Polymorphism, Single Nucleotide/genetics , White People/genetics
5.
J Clin Oncol ; 19(8): 2293-301, 2001 Apr 15.
Article in English | MEDLINE | ID: mdl-11304783

ABSTRACT

PURPOSE: To assess thiopurine S-methyltransferase (TPMT) phenotype and genotype in patients who were intolerant to treatment with mercaptopurine (MP) or azathioprine (AZA), and to evaluate their clinical management. PATIENTS AND METHODS: TPMT phenotype and thiopurine metabolism were assessed in all patients referred between 1994 and 1999 for evaluation of excessive toxicity while receiving MP or AZA. TPMT activity was measured by radiochemical analysis, TPMT genotype was determined by mutation-specific polymerase chain reaction restriction fragment length polymorphism analyses for the TPMT*2, *3A, *3B, and *3C alleles, and thiopurine metabolites were measured by high-performance liquid chromatography. RESULTS: Of 23 patients evaluated, six had TPMT deficiency (activity < 5 U/mL of packed RBCs [pRBCs]; homozygous mutant), nine had intermediate TPMT activity (5 to 13 U/mL of pRBCs; heterozygotes), and eight had high TPMT activity (> 13.5 U/mL of pRBCs; homozygous wildtype). The 65.2% frequency of TPMT-deficient and heterozygous individuals among these toxic patients is significantly greater than the expected 10% frequency in the general population (P <.001, chi(2)). TPMT phenotype and genotype were concordant in all TPMT-deficient and all homozygous-wildtype patients, whereas five patients with heterozygous phenotypes did not have a TPMT mutation detected. Before thiopurine dosage adjustments, TPMT-deficient patients experienced more frequent hospitalization, more platelet transfusions, and more missed doses of chemotherapy. Hematologic toxicity occurred in more than 90% of patients, whereas hepatotoxicity occurred in six patients (26%). Both patients who presented with only hepatic toxicity had a homozygous-wildtype TPMT phenotype. After adjustment of thiopurine dosages, the TPMT-deficient and heterozygous patients tolerated therapy without acute toxicity. CONCLUSION: There is a significant (> six-fold) overrepresentation of TPMT deficiency or heterozygosity among patients developing dose-limiting hematopoietic toxicity from therapy containing thiopurines. However, with appropriate dosage adjustments, TPMT-deficient and heterozygous patients can be treated with thiopurines, without acute dose-limiting toxicity.


Subject(s)
Antimetabolites, Antineoplastic/adverse effects , Azathioprine/adverse effects , Mercaptopurine/adverse effects , Methyltransferases/deficiency , Methyltransferases/genetics , Polymorphism, Restriction Fragment Length , Thrombocytopenia/chemically induced , Adolescent , Adult , Child , Child, Preschool , Female , Genotype , Hospitalization , Humans , Infant , Male , Methyltransferases/metabolism , Neoplasms/drug therapy , Phenotype , Platelet Transfusion , Risk Factors , Thrombocytopenia/genetics
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