TY - JOUR
T1 - Alternate approach to stroke phenotyping identifies a genetic risk locus for small vessel stroke
AU - von Berg, Joanna
AU - van der Laan, Sander W
AU - McArdle, Patrick F
AU - Malik, Rainer
AU - Kittner, Steven J
AU - Mitchell, Braxton D
AU - Worrall, Bradford B
AU - de Ridder, Jeroen
AU - Pulit, Sara L
N1 - Publisher Copyright:
© 2020, The Author(s).
PY - 2020/7
Y1 - 2020/7
N2 - Ischemic stroke (IS), caused by obstruction of cerebral blood flow, is one of the leading causes of death. While neurologists agree on delineation of IS into three subtypes (cardioembolic stroke (CES), large artery stroke (LAS), and small vessel stroke (SVS)), several subtyping systems exist. The most commonly used systems are TOAST (Trial of Org 10172 in Acute Stroke Treatment) and CCS (Causative Classification System for Stroke), but agreement is only moderate. We have compared two approaches to combining the existing subtyping systems for a phenotype suited for a genome-wide association study (GWAS). We used the NINDS Stroke Genetics Network dataset (SiGN, 11,477 cases with CCS and TOAST subtypes and 28,026 controls). We defined two new phenotypes: the intersect, for which an individual must be assigned the same subtype by CCS and TOAST; and the union, for which an individual must be assigned a subtype by either CCS or TOAST. The union yields the largest sample size while the intersect yields a phenotype with less potential misclassification. We performed GWAS for all subtypes, using the original subtyping systems, the intersect, and the union as phenotypes. In each subtype, heritability was higher for the intersect compared with the other phenotypes. We observed stronger effects at known IS variants with the intersect compared with the other phenotypes. With the intersect, we identify rs10029218:G>A as an associated variant with SVS. We conclude that this approach increases the likelihood to detect genetic associations in ischemic stroke.
AB - Ischemic stroke (IS), caused by obstruction of cerebral blood flow, is one of the leading causes of death. While neurologists agree on delineation of IS into three subtypes (cardioembolic stroke (CES), large artery stroke (LAS), and small vessel stroke (SVS)), several subtyping systems exist. The most commonly used systems are TOAST (Trial of Org 10172 in Acute Stroke Treatment) and CCS (Causative Classification System for Stroke), but agreement is only moderate. We have compared two approaches to combining the existing subtyping systems for a phenotype suited for a genome-wide association study (GWAS). We used the NINDS Stroke Genetics Network dataset (SiGN, 11,477 cases with CCS and TOAST subtypes and 28,026 controls). We defined two new phenotypes: the intersect, for which an individual must be assigned the same subtype by CCS and TOAST; and the union, for which an individual must be assigned a subtype by either CCS or TOAST. The union yields the largest sample size while the intersect yields a phenotype with less potential misclassification. We performed GWAS for all subtypes, using the original subtyping systems, the intersect, and the union as phenotypes. In each subtype, heritability was higher for the intersect compared with the other phenotypes. We observed stronger effects at known IS variants with the intersect compared with the other phenotypes. With the intersect, we identify rs10029218:G>A as an associated variant with SVS. We conclude that this approach increases the likelihood to detect genetic associations in ischemic stroke.
KW - Genetic Predisposition to Disease
KW - Genome-Wide Association Study/methods
KW - Humans
KW - Phenotype
KW - Polymorphism, Single Nucleotide
KW - Quantitative Trait Loci
KW - Stroke, Lacunar/genetics
UR - http://www.scopus.com/inward/record.url?scp=85079451145&partnerID=8YFLogxK
U2 - 10.1038/s41431-020-0580-5
DO - 10.1038/s41431-020-0580-5
M3 - Article
C2 - 32047268
SN - 1018-4813
VL - 28
SP - 963
EP - 972
JO - European journal of human genetics : EJHG
JF - European journal of human genetics : EJHG
IS - 7
ER -