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The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans

The severity of the toxic side effects of chemotherapy varies among patients, and much of this variation is likely genetically based. Here, we use the model system Drosophila melanogaster to genetically dissect the toxicity of methotrexate (MTX), a drug used primarily to treat childhood acute lympho...

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Autores principales: Kislukhin, Galina, King, Elizabeth G., Walters, Kelli N., Macdonald, Stuart J., Long, Anthony D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3737169/
https://www.ncbi.nlm.nih.gov/pubmed/23733889
http://dx.doi.org/10.1534/g3.113.006619
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author Kislukhin, Galina
King, Elizabeth G.
Walters, Kelli N.
Macdonald, Stuart J.
Long, Anthony D.
author_facet Kislukhin, Galina
King, Elizabeth G.
Walters, Kelli N.
Macdonald, Stuart J.
Long, Anthony D.
author_sort Kislukhin, Galina
collection PubMed
description The severity of the toxic side effects of chemotherapy varies among patients, and much of this variation is likely genetically based. Here, we use the model system Drosophila melanogaster to genetically dissect the toxicity of methotrexate (MTX), a drug used primarily to treat childhood acute lymphoblastic leukemia and rheumatoid arthritis. We use the Drosophila Synthetic Population Resource, a panel of recombinant inbred lines derived from a multiparent advanced intercross, and quantify MTX toxicity as a reduction in female fecundity. We identify three quantitative trait loci (QTL) affecting MTX toxicity; two colocalize with the fly orthologs of human genes believed to mediate MTX toxicity and one is a novel MTX toxicity gene with a human ortholog. A fourth suggestive QTL spans a centromere. Local single-marker association scans of candidate gene exons fail to implicate amino acid variants as the causative single-nucleotide polymorphisms, and we therefore hypothesize the causative variation is regulatory. In addition, the effects at our mapped QTL do not conform to a simple biallelic pattern, suggesting multiple causative factors underlie the QTL mapping results. Consistent with this observation, no single single-nucleotide polymorphism located in or near a candidate gene can explain the QTL mapping signal. Overall, our results validate D. melanogaster as a model for uncovering the genetic basis of chemotoxicity and suggest the genetic basis of MTX toxicity is due to a handful of genes each harboring multiple segregating regulatory factors.
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spelling pubmed-37371692013-08-08 The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans Kislukhin, Galina King, Elizabeth G. Walters, Kelli N. Macdonald, Stuart J. Long, Anthony D. G3 (Bethesda) Investigations The severity of the toxic side effects of chemotherapy varies among patients, and much of this variation is likely genetically based. Here, we use the model system Drosophila melanogaster to genetically dissect the toxicity of methotrexate (MTX), a drug used primarily to treat childhood acute lymphoblastic leukemia and rheumatoid arthritis. We use the Drosophila Synthetic Population Resource, a panel of recombinant inbred lines derived from a multiparent advanced intercross, and quantify MTX toxicity as a reduction in female fecundity. We identify three quantitative trait loci (QTL) affecting MTX toxicity; two colocalize with the fly orthologs of human genes believed to mediate MTX toxicity and one is a novel MTX toxicity gene with a human ortholog. A fourth suggestive QTL spans a centromere. Local single-marker association scans of candidate gene exons fail to implicate amino acid variants as the causative single-nucleotide polymorphisms, and we therefore hypothesize the causative variation is regulatory. In addition, the effects at our mapped QTL do not conform to a simple biallelic pattern, suggesting multiple causative factors underlie the QTL mapping results. Consistent with this observation, no single single-nucleotide polymorphism located in or near a candidate gene can explain the QTL mapping signal. Overall, our results validate D. melanogaster as a model for uncovering the genetic basis of chemotoxicity and suggest the genetic basis of MTX toxicity is due to a handful of genes each harboring multiple segregating regulatory factors. Genetics Society of America 2013-08-01 /pmc/articles/PMC3737169/ /pubmed/23733889 http://dx.doi.org/10.1534/g3.113.006619 Text en Copyright © 2013 G. Kislukhin et al. http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution Unported License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Investigations
Kislukhin, Galina
King, Elizabeth G.
Walters, Kelli N.
Macdonald, Stuart J.
Long, Anthony D.
The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans
title The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans
title_full The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans
title_fullStr The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans
title_full_unstemmed The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans
title_short The Genetic Architecture of Methotrexate Toxicity Is Similar in Drosophila melanogaster and Humans
title_sort genetic architecture of methotrexate toxicity is similar in drosophila melanogaster and humans
topic Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3737169/
https://www.ncbi.nlm.nih.gov/pubmed/23733889
http://dx.doi.org/10.1534/g3.113.006619
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