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Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML

Cytarabine has been an integral part of acute myeloid leukemia (AML) chemotherapy for over four decades. However, development of resistance and high rates of relapse is a significant impediment in successfully treating AML. We performed a genome-wide association analysis (GWAS) and identified 113 (8...

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Autores principales: Bargal, Salma A., Rafiee, Roya, Crews, Kristine R., Wu, Huiyun, Cao, Xueyuan, Rubnitz, Jeffrey E., Ribeiro, Raul C., Downing, James R., Pounds, Stanley B., Lamba, Jatinder K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Impact Journals LLC 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201857/
https://www.ncbi.nlm.nih.gov/pubmed/30405880
http://dx.doi.org/10.18632/oncotarget.26163
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author Bargal, Salma A.
Rafiee, Roya
Crews, Kristine R.
Wu, Huiyun
Cao, Xueyuan
Rubnitz, Jeffrey E.
Ribeiro, Raul C.
Downing, James R.
Pounds, Stanley B.
Lamba, Jatinder K.
author_facet Bargal, Salma A.
Rafiee, Roya
Crews, Kristine R.
Wu, Huiyun
Cao, Xueyuan
Rubnitz, Jeffrey E.
Ribeiro, Raul C.
Downing, James R.
Pounds, Stanley B.
Lamba, Jatinder K.
author_sort Bargal, Salma A.
collection PubMed
description Cytarabine has been an integral part of acute myeloid leukemia (AML) chemotherapy for over four decades. However, development of resistance and high rates of relapse is a significant impediment in successfully treating AML. We performed a genome-wide association analysis (GWAS) and identified 113 (83 after adjusting for Linkage Disequilibrium) SNPs associated with in vitro cytarabine chemosensitivity of diagnostic leukemic cells from a cohort of 50 pediatric AML patients (p<10(-4)). Further evaluation of diagnostic leukemic cell gene-expression identified 19 SNP-gene pairs with a concordant triad of associations: i)SNP genotype with cytarabine sensitivity (p<0.0001), ii) gene-expression with cytarabine sensitivity (p<0.05), and iii) genotype with gene-expression (p<0.1). Two genes from SNP-gene pairs, rs1376041-GPR56 and rs75400242-IGF1R, were functionally validated by siRNA knockdown in AML cell lines. Consistent with association of rs1376041 and gene-expression in AML patients siRNA mediated knock-down of GPR56 increased cytarabine sensitivity of AML cell lines. Similarly for IGF1R, knockdown increased the cytarabine sensitivity of AML cell lines consistent with results in AML patients. Given both IGF1R and GPR56 are promising drug-targets in AML, our results on SNPs driving the expression/function of these genes will not only enhance our understanding of cytarabine resistance but also hold promise in personalizing AML for targeted therapies.
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spelling pubmed-62018572018-11-07 Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML Bargal, Salma A. Rafiee, Roya Crews, Kristine R. Wu, Huiyun Cao, Xueyuan Rubnitz, Jeffrey E. Ribeiro, Raul C. Downing, James R. Pounds, Stanley B. Lamba, Jatinder K. Oncotarget Research Paper Cytarabine has been an integral part of acute myeloid leukemia (AML) chemotherapy for over four decades. However, development of resistance and high rates of relapse is a significant impediment in successfully treating AML. We performed a genome-wide association analysis (GWAS) and identified 113 (83 after adjusting for Linkage Disequilibrium) SNPs associated with in vitro cytarabine chemosensitivity of diagnostic leukemic cells from a cohort of 50 pediatric AML patients (p<10(-4)). Further evaluation of diagnostic leukemic cell gene-expression identified 19 SNP-gene pairs with a concordant triad of associations: i)SNP genotype with cytarabine sensitivity (p<0.0001), ii) gene-expression with cytarabine sensitivity (p<0.05), and iii) genotype with gene-expression (p<0.1). Two genes from SNP-gene pairs, rs1376041-GPR56 and rs75400242-IGF1R, were functionally validated by siRNA knockdown in AML cell lines. Consistent with association of rs1376041 and gene-expression in AML patients siRNA mediated knock-down of GPR56 increased cytarabine sensitivity of AML cell lines. Similarly for IGF1R, knockdown increased the cytarabine sensitivity of AML cell lines consistent with results in AML patients. Given both IGF1R and GPR56 are promising drug-targets in AML, our results on SNPs driving the expression/function of these genes will not only enhance our understanding of cytarabine resistance but also hold promise in personalizing AML for targeted therapies. Impact Journals LLC 2018-10-09 /pmc/articles/PMC6201857/ /pubmed/30405880 http://dx.doi.org/10.18632/oncotarget.26163 Text en Copyright: © 2018 Bargal et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0/) 3.0 (CC BY 3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Paper
Bargal, Salma A.
Rafiee, Roya
Crews, Kristine R.
Wu, Huiyun
Cao, Xueyuan
Rubnitz, Jeffrey E.
Ribeiro, Raul C.
Downing, James R.
Pounds, Stanley B.
Lamba, Jatinder K.
Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML
title Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML
title_full Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML
title_fullStr Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML
title_full_unstemmed Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML
title_short Genome-wide association analysis identifies SNPs predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric AML
title_sort genome-wide association analysis identifies snps predictive of in vitro leukemic cell sensitivity to cytarabine in pediatric aml
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6201857/
https://www.ncbi.nlm.nih.gov/pubmed/30405880
http://dx.doi.org/10.18632/oncotarget.26163
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