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Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study
BACKGROUND: Genetic risk factors for chemotherapy-induced peripheral neuropathy (CIPN), a major dose-limiting side-effect of paclitaxel, are not well understood. METHODS: We performed a genome-wide association study (GWAS) in 183 paclitaxel-treated patients to identify genetic loci associated with C...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9724416/ https://www.ncbi.nlm.nih.gov/pubmed/36474270 http://dx.doi.org/10.1186/s12967-022-03754-4 |
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author | Hooshmand, Kosar Goldstein, David Timmins, Hannah C. Li, Tiffany Harrison, Michelle Friedlander, Michael L. Lewis, Craig R. Lees, Justin G. Moalem-Taylor, Gila Guennewig, Boris Park, Susanna B. Kwok, John B. |
author_facet | Hooshmand, Kosar Goldstein, David Timmins, Hannah C. Li, Tiffany Harrison, Michelle Friedlander, Michael L. Lewis, Craig R. Lees, Justin G. Moalem-Taylor, Gila Guennewig, Boris Park, Susanna B. Kwok, John B. |
author_sort | Hooshmand, Kosar |
collection | PubMed |
description | BACKGROUND: Genetic risk factors for chemotherapy-induced peripheral neuropathy (CIPN), a major dose-limiting side-effect of paclitaxel, are not well understood. METHODS: We performed a genome-wide association study (GWAS) in 183 paclitaxel-treated patients to identify genetic loci associated with CIPN assessed via comprehensive neuropathy phenotyping tools (patient-reported, clinical and neurological grading scales). Bioinformatic analyses including pathway enrichment and polygenic risk score analysis were used to identify mechanistic pathways of interest. RESULTS: In total, 77% of the cohort were classified with CIPN (n = 139), with moderate/severe neuropathy in 36%. GWAS was undertaken separately for the three measures of CIPN. GWAS of patient-reported CIPN identified 4 chromosomal regions that exceeded genome-wide significance (rs9846958, chromosome 3; rs117158921, chromosome 18; rs4560447, chromosome 4; rs200091415, chromosome 10). rs4560447 is located within a protein-coding gene, LIMCH1, associated with actin and neural development and expressed in the dorsal root ganglia (DRG). There were additional risk loci that exceeded the statistical threshold for suggestive genome-wide association (P < 1 × 10(–5)) for all measures. A polygenic risk score calculated from the top 46 ranked SNPs was highly correlated with patient-reported CIPN (r(2) = 0.53; P = 1.54 × 10(–35)). Overlap analysis was performed to identify 3338 genes which were in common between the patient-reported CIPN, neurological grading scale and clinical grading scale GWAS. The common gene set was subsequently analysed for enrichment of gene ontology (GO) and Reactome pathways, identifying a number of pathways, including the axon development pathway (GO:0061564; P = 1.78 × 10(–6)) and neuronal system (R-HSA-112316; adjusted P = 3.33 × 10(–7)). CONCLUSIONS: Our findings highlight the potential role of axon development and regeneration pathways in paclitaxel-induced CIPN. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03754-4. |
format | Online Article Text |
id | pubmed-9724416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-97244162022-12-07 Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study Hooshmand, Kosar Goldstein, David Timmins, Hannah C. Li, Tiffany Harrison, Michelle Friedlander, Michael L. Lewis, Craig R. Lees, Justin G. Moalem-Taylor, Gila Guennewig, Boris Park, Susanna B. Kwok, John B. J Transl Med Research BACKGROUND: Genetic risk factors for chemotherapy-induced peripheral neuropathy (CIPN), a major dose-limiting side-effect of paclitaxel, are not well understood. METHODS: We performed a genome-wide association study (GWAS) in 183 paclitaxel-treated patients to identify genetic loci associated with CIPN assessed via comprehensive neuropathy phenotyping tools (patient-reported, clinical and neurological grading scales). Bioinformatic analyses including pathway enrichment and polygenic risk score analysis were used to identify mechanistic pathways of interest. RESULTS: In total, 77% of the cohort were classified with CIPN (n = 139), with moderate/severe neuropathy in 36%. GWAS was undertaken separately for the three measures of CIPN. GWAS of patient-reported CIPN identified 4 chromosomal regions that exceeded genome-wide significance (rs9846958, chromosome 3; rs117158921, chromosome 18; rs4560447, chromosome 4; rs200091415, chromosome 10). rs4560447 is located within a protein-coding gene, LIMCH1, associated with actin and neural development and expressed in the dorsal root ganglia (DRG). There were additional risk loci that exceeded the statistical threshold for suggestive genome-wide association (P < 1 × 10(–5)) for all measures. A polygenic risk score calculated from the top 46 ranked SNPs was highly correlated with patient-reported CIPN (r(2) = 0.53; P = 1.54 × 10(–35)). Overlap analysis was performed to identify 3338 genes which were in common between the patient-reported CIPN, neurological grading scale and clinical grading scale GWAS. The common gene set was subsequently analysed for enrichment of gene ontology (GO) and Reactome pathways, identifying a number of pathways, including the axon development pathway (GO:0061564; P = 1.78 × 10(–6)) and neuronal system (R-HSA-112316; adjusted P = 3.33 × 10(–7)). CONCLUSIONS: Our findings highlight the potential role of axon development and regeneration pathways in paclitaxel-induced CIPN. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12967-022-03754-4. BioMed Central 2022-12-06 /pmc/articles/PMC9724416/ /pubmed/36474270 http://dx.doi.org/10.1186/s12967-022-03754-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Hooshmand, Kosar Goldstein, David Timmins, Hannah C. Li, Tiffany Harrison, Michelle Friedlander, Michael L. Lewis, Craig R. Lees, Justin G. Moalem-Taylor, Gila Guennewig, Boris Park, Susanna B. Kwok, John B. Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
title | Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
title_full | Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
title_fullStr | Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
title_full_unstemmed | Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
title_short | Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
title_sort | polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9724416/ https://www.ncbi.nlm.nih.gov/pubmed/36474270 http://dx.doi.org/10.1186/s12967-022-03754-4 |
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