TY - JOUR
T1 - Pharmacogenomics of clinical response to Natalizumab in multiple sclerosis
T2 - a genome-wide multi-centric association study
AU - Clarelli, Ferdinando
AU - Corona, Andrea
AU - Pääkkönen, Kimmo
AU - Sorosina, Melissa
AU - Zollo, Alen
AU - Piehl, Fredrik
AU - Olsson, Tomas
AU - Stridh, Pernilla
AU - Jagodic, Maja
AU - Hemmer, Bernhard
AU - Gasperi, Christiane
AU - Harroud, Adil
AU - Shchetynsky, Klementy
AU - Mingione, Alessandra
AU - Mascia, Elisabetta
AU - Misra, Kaalindi
AU - Giordano, Antonino
AU - Mazzieri, Maria Laura Terzi
AU - Priori, Alberto
AU - Saarela, Janna
AU - Kockum, Ingrid
AU - Filippi, Massimo
AU - Esposito, Federica
AU - Boneschi, Filippo Giovanni Martinelli
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/11
Y1 - 2024/11
N2 - 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.
AB - 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.
KW - GRB2
KW - LRP6
KW - Multiple sclerosis
KW - Natalizumab
KW - Pharmacogenomics
UR - http://www.scopus.com/inward/record.url?scp=85203669437&partnerID=8YFLogxK
U2 - 10.1007/s00415-024-12608-6
DO - 10.1007/s00415-024-12608-6
M3 - Article
AN - SCOPUS:85203669437
SN - 0340-5354
VL - 271
SP - 7250
EP - 7263
JO - Journal of Neurology
JF - Journal of Neurology
IS - 11
ER -