Polygenic risk of paclitaxel-induced peripheral neuropathy: a genome-wide association study

被引:2
|
作者
Hooshmand, Kosar [1 ,2 ]
Goldstein, David [3 ]
Timmins, Hannah C. [1 ,2 ]
Li, Tiffany [1 ,2 ]
Harrison, Michelle [4 ]
Friedlander, Michael L. [3 ]
Lewis, Craig R. [3 ]
Lees, Justin G. [5 ]
Moalem-Taylor, Gila [5 ]
Guennewig, Boris [1 ,2 ]
Park, Susanna B. [1 ,2 ]
Kwok, John B. [1 ,2 ]
机构
[1] Univ Sydney, Fac Med & Hlth, Sch Med Sci, Camperdown, NSW, Australia
[2] Univ Sydney, Fac Med & Hlth, Brain & Mind Ctr, Camperdown, NSW, Australia
[3] Univ New South Wales, Prince Wales Clin Sch, Sydney, NSW, Australia
[4] Chris OBrien Lifehouse, Camperdown, NSW, Australia
[5] Univ New South Wales, UNSW Sydney, Sch Biomed Sci, Sydney, NSW, Australia
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
Paclitaxel; Chemotherapy-induced Peripheral Neuropathy; Axon; Genome-wide association study; NEUROTOXICITY; PATIENT; PREDICTORS; DRIVEN;
D O I
10.1186/s12967-022-03754-4
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
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 x 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 x 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 x 10(-6)) and neuronal system (R-HSA-112316; adjusted P = 3.33 x 10(-7)). Conclusions: Our findings highlight the potential role of axon development and regeneration pathways in paclitaxel-induced CIPN.
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页数:12
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