Pharmacogenomics of clinical response to Natalizumab in multiple sclerosis: a genome-wide multi-centric association study

IF 4.8 2区 医学 Q1 CLINICAL NEUROLOGY
Ferdinando Clarelli, Andrea Corona, Kimmo Pääkkönen, Melissa Sorosina, Alen Zollo, Fredrik Piehl, Tomas Olsson, Pernilla Stridh, Maja Jagodic, Bernhard Hemmer, Christiane Gasperi, Adil Harroud, Klementy Shchetynsky, Alessandra Mingione, Elisabetta Mascia, Kaalindi Misra, Antonino Giordano, Maria Laura Terzi Mazzieri, Alberto Priori, Janna Saarela, Ingrid Kockum, Massimo Filippi, Federica Esposito, Filippo Giovanni Martinelli Boneschi
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引用次数: 0

Abstract

Background

Inter-individual differences in treatment response are marked in multiple sclerosis (MS). This is true for Natalizumab (NTZ), to which a subset of patients displays sub-optimal treatment response. We conducted a multi-centric genome-wide association study (GWAS), with additional pathway and network analysis to identify genetic predictors of response to NTZ.

Methods

MS patients from three different centers were included. Response to NTZ was dichotomized, nominating responders (R) relapse-free patients and non-responders (NR) all the others, over a follow-up of 4 years. Association analysis on ~ 4.7 M imputed autosomal common single-nucleotide polymorphisms (SNPs) was performed fitting logistic regression models, adjusted for baseline covariates, followed by meta-analysis at SNP and gene level. Finally, these signals were projected onto STRING interactome, to elicit modules and hub genes linked to response.

Results

Overall, 1834 patients were included: 119 from Italy (R = 94, NR = 25), 81 from Germany (R = 61, NR = 20), and 1634 from Sweden (R = 1349, NR = 285). The top-associated variant was rs11132400T (p = 1.33 × 10–6, OR = 0.58), affecting expression of several genes in the locus, like KLKB1. The interactome analysis implicated a module of 135 genes, with over-representation of terms like canonical WNT signaling pathway (padjust = 7.08 × 10–6). Response-associated genes like GRB2 and LRP6, already implicated in MS pathogenesis, were topologically prioritized within the module.

Conclusion

This GWAS, the largest pharmacogenomic study of response to NTZ, suggested MS-implicated genes and Wnt/β-catenin signaling pathway, an essential component for blood–brain barrier formation and maintenance, to be related to treatment response.

Abstract Image

多发性硬化症患者对纳他珠单抗临床反应的药物基因组学:全基因组多中心关联研究
背景多发性硬化症(MS)的治疗反应存在明显的个体差异。纳他珠单抗(NTZ)的情况也是如此,一部分患者的治疗反应不理想。我们开展了一项多中心全基因组关联研究(GWAS),并进行了额外的通路和网络分析,以确定对NTZ反应的遗传预测因素。在4年的随访过程中,对NTZ的反应进行了二分法,即无复发患者为反应者(R),其他患者为非反应者(NR)。对约 470 万个估算的常染色体常见单核苷酸多态性(SNPs)进行了关联分析,拟合了逻辑回归模型,并对基线协变量进行了调整,随后在 SNP 和基因水平上进行了荟萃分析。最后,将这些信号投射到 STRING 交互组上,以得出与反应相关的模块和枢纽基因:共有1834名患者被纳入其中:119名来自意大利(R = 94,NR = 25),81名来自德国(R = 61,NR = 20),1634名来自瑞典(R = 1349,NR = 285)。最重要的相关变异是 rs11132400T(p = 1.33 × 10-6,OR = 0.58),它会影响基因座中几个基因的表达,如 KLKB1。相互作用组分析显示,135 个基因组成了一个模块,其中典型 WNT 信号通路(padjust = 7.08 × 10-6)等术语所占比例过高。该 GWAS 是对 NTZ 反应进行的最大规模的药物基因组研究,表明 MS 相关基因和 Wnt/β-catenin 信号通路(血脑屏障形成和维持的重要组成部分)与治疗反应有关。
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来源期刊
Journal of Neurology
Journal of Neurology 医学-临床神经学
CiteScore
10.00
自引率
5.00%
发文量
558
审稿时长
1 months
期刊介绍: The Journal of Neurology is an international peer-reviewed journal which provides a source for publishing original communications and reviews on clinical neurology covering the whole field. In addition, Letters to the Editors serve as a forum for clinical cases and the exchange of ideas which highlight important new findings. A section on Neurological progress serves to summarise the major findings in certain fields of neurology. Commentaries on new developments in clinical neuroscience, which may be commissioned or submitted, are published as editorials. Every neurologist interested in the current diagnosis and treatment of neurological disorders needs access to the information contained in this valuable journal.
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