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Impact of polymorphisms in drug pathway genes on disease-free survival in adults with acute myeloid leukemia.

ABSTRACT: Acute myeloid leukemia (AML) is a clinically heterogeneous disease, with a 5-year disease-free survival (DFS) ranging from under 10% to over 70% for distinct groups of patients. At our institution, cytarabine, etoposide and busulfan are used in first or second remission patients treated with a two-step approach to autologous stem cell transplantation (ASCT). In this study, we tested the hypothesis that polymorphisms in the pharmacokinetic and pharmacodynamic pathway genes of these drugs are associated with DFS in AML patients. A total of 1659 variants in 42 genes were analyzed for their association with DFS using a Cox-proportional hazards model. One hundred and fifty-four genetically European patients were used for the primary analysis. An intronic single nucleotide polymorphism (SNP) in ABCC3 (rs4148405) was associated with a significantly shorter DFS (hazard ratios (HR)=3.2, P=5.6 × 10(-6)) in our primary cohort. In addition, a SNP in the GSTM1-GSTM5 locus, rs3754446, was significantly associated with a shorter DFS in all patients (HR=1.8, P=0.001 for 154 European ancestry; HR=1.7, P=0.028 for 125 non-European patients). Thus, for the first time, genetic variants in drug pathway genes are shown to be associated with DFS in AML patients treated with chemotherapy-based autologous ASCT.

SUBMITTER: Yee SW

PROVIDER: S-EPMC4068832 | biostudies-literature | 2013 Jun

REPOSITORIES: biostudies-literature

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Impact of polymorphisms in drug pathway genes on disease-free survival in adults with acute myeloid leukemia.

Yee Sook Wah SW Mefford Joel A JA Singh Natasha N Percival Mary-Elizabeth ME Stecula Adrian A Yang Kuo K Witte John S JS Takahashi Atsushi A Kubo Michiaki M Matsuda Koichi K Giacomini Kathleen M KM Andreadis Charalambos C

Journal of human genetics 20130516 6

Acute myeloid leukemia (AML) is a clinically heterogeneous disease, with a 5-year disease-free survival (DFS) ranging from under 10% to over 70% for distinct groups of patients. At our institution, cytarabine, etoposide and busulfan are used in first or second remission patients treated with a two-step approach to autologous stem cell transplantation (ASCT). In this study, we tested the hypothesis that polymorphisms in the pharmacokinetic and pharmacodynamic pathway genes of these drugs are asso ...[more]

PMID: 23677058

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Project description:Background: Adolescents and young adults (AYA; 15-39 years) with acute lymphoblastic leukemia (ALL) and acute myeloid leukemia (AML) experience inferior survival when compared with children. Impact of care at NCI-designated Comprehensive Cancer Centers (CCC) or Children's Oncology Group sites (COG) on survival disparities remains unstudied.Methods: Using the Los Angeles cancer registry, we identified 1,870 ALL or AML patients between 1 and 39 years at diagnosis. Cox regression analyses assessed risk of mortality; younger age + CCC/COG served as the referent group. Logistic regression was used to determine odds of care at CCC/COG, adjusting for variables above.Results: ALL outcome: AYAs at non-CCC/COG experienced inferior survival (15-21 years: HR = 1.9, P = 0.005; 22-29 years: HR = 2.6, P < 0.001; 30-39 years: HR = 3.0, P < 0.001). Outcome at CCC/COG was comparable between children and young AYAs (15-21 years: HR = 1.3, P = 0.3; 22-29 years: HR = 1.2, P = 0.2) but was inferior for 30- to 39-year-olds (HR = 3.4, P < 0.001). AML outcome: AYAs at non-CCC/COG experienced inferior outcome (15-21 years: HR = 1.8, P = 0.02; 22-39 years: HR = 1.4, P = 0.06). Outcome at CCC/COG was comparable between children and 15- to 21-year-olds (HR = 1.3, P = 0.4) but was inferior for 22- to 39-year-olds (HR = 1.7, P = 0.05). Access: 15- to 21-year-olds were less likely to use CCC/COG than children (P < 0.001). In 22- to 39-year-olds, public/uninsured (ALL: P = 0.004; AML<0.001), African American/Hispanics (ALL: P = 0.03), and 30- to 39-year-olds (ALL: P = 0.03) were less likely to use CCC/COG.Conclusions: Poor survival in AYAs with ALL and AML is mitigated by care at CCC/COG. Barriers to CCC/COG care include public/uninsured, and African American/Hispanic race/ethnicity.Impact: Care at CCC/COG explains, in part, inferior outcomes in AYAs with ALL and AML. Key sociodemographic factors serve as barriers to care at specialized centers. Cancer Epidemiol Biomarkers Prev; 26(3); 312-20. ©2017 AACR.

Project description:Purpose Children with acute myeloid leukemia (AML) whose disease is refractory to standard induction chemotherapy therapy or who experience relapse after initial response have dismal outcomes. We sought to comprehensively profile pediatric AML microRNA (miRNA) samples to identify dysregulated genes and assess the utility of miRNAs for improved outcome prediction. Patients and Methods To identify miRNA biomarkers that are associated with treatment failure, we performed a comprehensive sequence-based characterization of the pediatric AML miRNA landscape. miRNA sequencing was performed on 1,362 samples-1,303 primary, 22 refractory, and 37 relapse samples. One hundred sixty-four matched samples-127 primary and 37 relapse samples-were analyzed by using RNA sequencing. Results By using penalized lasso Cox proportional hazards regression, we identified 36 miRNAs the expression levels at diagnosis of which were highly associated with event-free survival. Combined expression of the 36 miRNAs was used to create a novel miRNA-based risk classification scheme (AMLmiR36). This new miRNA-based risk classifier identifies those patients who are at high risk (hazard ratio, 2.830; P ? .001) or low risk (hazard ratio, 0.323; P ? .001) of experiencing treatment failure, independent of conventional karyotype or mutation status. The performance of AMLmiR36 was independently assessed by using 878 patients from two different clinical trials (AAML0531 and AAML1031). Our analysis also revealed that miR-106a-363 was abundantly expressed in relapse and refractory samples, and several candidate targets of miR-106a-5p were involved in oxidative phosphorylation, a process that is suppressed in treatment-resistant leukemic cells. Conclusion To assess the utility of miRNAs for outcome prediction in patients with pediatric AML, we designed and validated a miRNA-based risk classification scheme. We also hypothesized that the abundant expression of miR-106a could increase treatment resistance via modulation of genes that are involved in oxidative phosphorylation.

Dataset Information

Impact of polymorphisms in drug pathway genes on disease-free survival in adults with acute myeloid leukemia.

Publications

Impact of polymorphisms in drug pathway genes on disease-free survival in adults with acute myeloid leukemia.

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