J Korean Neurosurg Soc.  2023 Jul;66(4):409-417. 10.3340/jkns.2022.0026.

Novel Genome-Wide Interactions Mediated via BOLL and EDNRA Polymorphisms in Intracranial Aneurysm

Affiliations
  • 1Institute of New Frontier Research, Hallym University College of Medicine, Chuncheon, Korea
  • 2Department of Materials Science and Chemical Engineering, Hanyang University, Ansan, Korea
  • 3Department of Radiology, Hallym University College of Medicine, Chuncheon, Korea
  • 4Department of Neurosurgery, Jeju National University College of Medicine, Jeju, Korea
  • 5Department of Neurology, Konkuk University Medical Center, Seoul, Korea
  • 6Department of Neurosurgery, Hallym University College of Medicine, Chuncheon, Korea

Abstract


Objective
: The association between boule (BOLL) and endothelin receptor type A (EDNRA) loci and intracranial aneurysm (IA) formation has been reported via genome-wide association studies. We sought to identify genome-wide interactions involving BOLL and EDNRA loci for IA in a Korean adult cohort.
Methods
: Genome-wide pairwise interaction analyses of BOLL and EDNRA involving 250 patients with IA and 296 controls were performed using the additive effect model after adjusting for confounding factors.
Results
: Among 512575 single-nucleotide polymorphisms (SNPs), 23 and 11 common SNPs suggested a genome-wide interaction threshold (p<1.25×10-8) involving rs700651 (BOLL) and rs6841581 (EDNRA). Rather than singe SNP effect of BOLL or EDNRA on IA development, they showed a synergistic effect on IA formation via multifactorial pair-wise interactions. The rs1105980 of PTCH1 gene showed the most significant interaction with rs700651 (natural log-transformed odds ratio [lnOR], 1.53; p=6.41×10-11). The rs74585958 of RYK gene interacted strongly with rs6841581 (lnOR, -19.91; p=1.64×10-9). Although, there was no direct interaction between BOLL and EDNRA variants, two EDNRA-interacting gene variants of TNIK (rs11925024 and rs1231) and FTO (rs9302654), and one BOLL-interacting METTL4 gene variant (rs549315) exhibited marginal interaction with BOLL gene.
Conclusion
: BOLL or EDNRA may have a synergistic effect on IA formation via multifactorial pair-wise interactions.

Keyword

Boule; Endothelin receptor type A; Genome-wide association study; Intracranial aneurysm

Figure

  • Fig. 1. Manhattan plots of genome-wide interactions with (A) rs700651 (BOLL, 2q33.1) and (B) rs6841581 (EDNRA, 4q31.22) and their effect on intracranial aneurysm based on the additive effect model. Red line indicates genome-wide significance threshold (interaction p=1.25×10-8). SNP : single nucleotide polymorphism, ENDRA : endothelin receptor type A.

  • Fig. 2. Regional association plots of (A) rs1105980 (PTCH1, 9q22.32) interacting with rs700651 (BOLL, 2q33.1) and (B) rs74585958 (RYK, 3q22.2) interacting with rs6841581 (EDNRA, 4q31.22) at position ±400 kb and the effect on intracranial aneurysm (IA). X-axis indicates the chromosomal position (mega base, Mb) and Y-axis did -log10 transformed p-value and recombination rate, respectively. Purple triangles of rs1105980 (p=6.41×10-11) and rs74585958 (p=6.41×10-9) represent the most significant interactions with BOLL and EDNRA, respectively. Other up or down triangles denote other variants within the target variant ±400 kb regions. Up and down triangles indicate positive and negative effect sizes on IA formation, respectively. Each color shows pair-wise linkage disequilibrium with either rs1105980 or rs74585958. PTCH1 : patched 1, RYK : receptor-like tyrosine kinase.


Reference

References

1. Bakker MK, van der Spek RAA, van Rheenen W, Morel S, Bourcier R, Hostettler IC, et al. Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors. Nat Genet. 52:1303–1313. 2020.
2. Bilguvar K, Yasuno K, Niemelä M, Ruigrok YM, von Und Zu Fraunberg M, van Duijn CM, et al. Susceptibility loci for intracranial aneurysm in European and Japanese populations. Nat Genet. 40:1472–1477. 2008.
Article
3. Boehme AK, Esenwa C, Elkind MS. Stroke risk factors, genetics, and prevention. Circ Res. 120:472–495. 2017.
Article
4. Brady LK, Wang H, Radens CM, Bi Y, Radovich M, Maity A, et al. Transcriptome analysis of hypoxic cancer cells uncovers intron retention in EIF2B5 as a mechanism to inhibit translation. PLoS Biol. 15:e2002623. 2017.
5. Carlén M, Meletis K, Göritz C, Darsalia V, Evergren E, Tanigaki K, et al. Forebrain ependymal cells are notch-dependent and generate neuroblasts and astrocytes after stroke. Nat Neurosci. 12:259–267. 2009.
Article
6. Ding C, Toll V, Ouyang B, Chen M. Younger age of menopause in women with cerebral aneurysms. J Neurointerv Surg. 5:327–331. 2013.
Article
7. Fang G, Wang W, Paunic V, Heydari H, Costanzo M, Liu X, et al. Discovering genetic interactions bridging pathways in genome-wide association studies. Nat Commun. 10:4274. 2019.
Article
8. Feldner A, Adam MG, Tetzlaff F, Moll I, Komljenovic D, Sahm F, et al. Loss of Mpdz impairs ependymal cell integrity leading to perinatal-onset hydrocephalus in mice. EMBO Mol Med. 9:890–905. 2017.
Article
9. Génin E. Missing heritability of complex diseases: case solved? Hum Genet. 139:103–113. 2020.
Article
10. Harrod CG, Batjer HH, Bendok BR. Deficiencies in estrogen-mediated regulation of cerebrovascular homeostasis may contribute to an increased risk of cerebral aneurysm pathogenesis and rupture in menopausal and postmenopausal women. Med Hypotheses. 66:736–756. 2006.
Article
11. Hong EP, Kim BJ, Cho SS, Yang JS, Choi HJ, Kang SH, et al. Genomic variations in susceptibility to intracranial aneurysm in the Korean population. J Clin Med. 8:275. 2019.
Article
12. Hong EP, Kim BJ, Jeon JP. Genome-wide association between the 2q33.1 locus and intracranial aneurysm susceptibility: an updated meta-analysis including 18,019 individuals. J Clin Med. 8:692. 2019.
Article
13. Hong EP, Kim BJ, Jeon JP, Yang JS, Choi HJ, Kang SH, et al. Association of endothelin receptor type a with intracranial aneurysm in 20,609 East Asians: an updated meta-analysis. World Neurosurg. 130:e804–e814. 2019.
Article
14. Hong EP, Youn DH, Kim BJ, Ahn JH, Park JJ, Rhim JK, et al. Fine-mapping of intracranial aneurysm susceptibility based on a genome-wide association study. Sci Rep. 12:2717. 2022.
Article
15. Inci S, Spetzler RF. Intracranial aneurysms and arterial hypertension: a review and hypothesis. Surg Neurol. 53:530–540. discussion 540-542. 2000.
Article
16. Jones GT, Tromp G, Kuivaniemi H, Gretarsdottir S, Baas AF, Giusti B, et al. Meta-analysis of genome-wide association studies for abdominal aortic aneurysm identifies four new disease-specific risk loci. Circ Res. 120:341–353. 2017.
17. Kang KJ, Pyo JH, Ryu KJ, Kim SJ, Ha JM, Choi K, et al. Oncogenic role of BOLL in colorectal cancer. Dig Dis Sci. 60:1663–1673. 2015.
Article
18. Kim BJ, Kim Y, Youn DH, Park JJ, Rhim JK, Kim HC, et al. Genome-wide blood DNA methylation analysis in patients with delayed cerebral ischemia after subarachnoid hemorrhage. Sci Rep. 10:11419. 2020.
Article
19. Lee KY, Leung KS, Ma SL, So HC, Huang D, Tang NL, et al. Genomewide search for SNP interactions in GWAS data: algorithm, feasibility, replication using schizophrenia datasets. Front Genet. 11:1003. 2020.
Article
20. Li P, Guo M, Wang C, Liu X, Zou Q. An overview of SNP interactions in genome-wide association studies. Brief Funct Genomics. 14:143–155. 2015.
Article
21. Lim KA, Kim KC, Cho MS, Lee BE, Kim HS, Hong YM. Gene expression of endothelin-1 and endothelin receptor a on monocrotaline-induced pulmonary hypertension in rats after bosentan treatment. Korean Circ J. 40:459–464. 2010.
Article
22. Luetjens CM, Xu EY, Rejo Pera RA, Kamischke A, Nieschlag E, Gromoll J. Association of meiotic arrest with lack of BOULE protein expression in infertile men. J Clin Endocrinol Metab. 89:1926–1933. 2004.
Article
23. Pruim RJ, Welch RP, Sanna S, Teslovich TM, Chines PS, Gliedt TP, et al. LocusZoom: regional visualization of genome-wide association scan results. Bioinformatics. 26:2336–2337. 2010.
Article
24. Tetzlaff F, Adam MG, Feldner A, Moll I, Menuchin A, Rodriguez-Vita J, et al. MPDZ promotes DLL4-induced Notch signaling during angiogenesis. Elife. 7:e32860. 2018.
Article
25. Vlak MH, Algra A, Brandenburg R, Rinkel GJ. Prevalence of unruptured intracranial aneurysms, with emphasis on sex, age, comorbidity, country, and time period: a systematic review and meta-analysis. Lancet Neurol. 10:626–636. 2011.
Article
26. Westerveld GH, Repping S, Leschot NJ, van der Veen F, Lombardi MP. Mutations in the human BOULE gene are not a major cause of impaired spermatogenesis. Fertil Steril. 83:513–515. 2005.
Article
27. Wu X, Dong H, Luo L, Zhu Y, Peng G, Reveille JD, et al. A novel statistic for genome-wide interaction analysis. PLoS Genet. 6:e1001131. 2010.
Article
28. Xu EY, Moore FL, Pera RA. A gene family required for human germ cell development evolved from an ancient meiotic gene conserved in metazoans. Proc Natl Acad Sci U S A. 98:7414–7419. 2001.
Article
29. Yasuno K, Bilguvar K, Bijlenga P, Low SK, Krischek B, Auburger G, et al. Genome-wide association study of intracranial aneurysm identifies three new risk loci. Nat Genet. 42:420–425. 2010.
Article
30. Zhang RL, Zhang ZG, Wang Y, LeTourneau Y, Liu XS, Zhang X, et al. Stroke induces ependymal cell transformation into radial glia in the subventricular zone of the adult rodent brain. J Cereb Blood Flow Metab. 27:1201–1212. 2007.
Article
31. Zhou S, Dion PA, Rouleau GA. Genetics of intracranial aneurysms. Stroke. 49:780–787. 2018.
Article
Full Text Links
  • JKNS
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr