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 - Funding Information:
Funding SJK, BDM, and PFM are supported by the U.S. National Institutes of Health, NINDS R01NS100178 and R01NS105150. SJK is additionally supported by the Department of Veterans Affairs RR&D N1699-R and BX004672-01A1. The contents do not represent the views of the U.S. Department of Veterans Affairs or the United States Government. SLP is supported by Veni Fellowship 016.186.071 from the Dutch Organization for Scientific Research (Nederlandse Organi-satie voor Wetenschappelijk Onderzoek, NWO). JvB is supported by R01NS100178 from the U.S. National Institutes of Health. SWvdL is funded through grants from the Netherlands CardioVascular Research Initiative of the Netherlands Heart Foundation (CVON 2011/B019 and CVON 2017–20: Generating the best evidence-based pharmaceutical targets for atherosclerosis [GENIUS I & II]), ERA-CVD ‘druggable-MI-targets’ (grant number: 01KL1802), and Fondation Leducq ‘PlaqOmics’. JdR is supported by a Vidi Fellowship (639.072.715) from the Dutch Organization for Scientific Research (Nederlandse Organisatie voor Wetenschappelijk Onderzoek, NWO).
Publisher Copyright:
© 2020, The Author(s).
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
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.
UR - https://www.scopus.com/pages/publications/85079451145
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
JF - European Journal of Human Genetics
IS - 7
ER -