Skip to main content
Top
Published in: The Journal of Headache and Pain 1/2015

Open Access 01-12-2016 | Research article

A genome-wide analysis in cluster headache points to neprilysin and PACAP receptor gene variants

Authors: Elena Bacchelli, Maria Michela Cainazzo, Cinzia Cameli, Simona Guerzoni, Angela Martinelli, Michele Zoli, Elena Maestrini, Luigi Alberto Pini

Published in: The Journal of Headache and Pain | Issue 1/2015

Login to get access

Abstract

Background

Cluster Headache (CH) is a severe primary headache, with a poorly understood pathophysiology. Complex genetic factors are likely to play a role in CH etiology; however, no confirmed gene associations have been identified. The aim of this study is to identify genetic variants influencing risk to CH and to explore the potential pathogenic mechanisms.

Methods

We have performed a genome-wide association study (GWAS) in a clinically well-defined cohort of 99 Italian patients with CH and in a control sample of 360 age-matched sigarette smoking healthy individuals, using the Infinium PsychArray (Illumina), which combines common highly-informative genome-wide tag SNPs and exonic SNPs. Genotype data were used to carry out a genome-wide single marker case-control association analysis using common SNPs, and a gene-based association analysis focussing on rare protein altering variants in 745 candidate genes with a putative role in CH.

Results

Although no single variant showed statistically significant association at the genome-wide threshold, we identified an interesting suggestive association (P = 9.1 × 10−6) with a common variant of the PACAP receptor gene (ADCYAP1R1). Furthermore, gene-based analysis provided significant evidence of association (P = 2.5 × 10−5) for a rare potentially damaging missense variant in the MME gene, encoding for the membrane metallo-endopeptidase neprilysin.

Conclusions

Our study represents the first genome-wide association study of common SNPs and rare exonic variants influencing risk for CH. The most interesting results implicate ADCYAP1R1 and MME gene variants in CH susceptibility and point to a role for genes involved in pain processing. These findings provide new insights into the pathogenesis of CH that need further investigation and replication in larger CH samples.
Appendix
Available only for authorised users
Literature
1.
2.
go back to reference Headache Classification Committee of the International Headache Society (IHS) (2013) The International Classification of Headache Disorders, 3rd edition (beta version). Cephalalgia 33:629–808CrossRef Headache Classification Committee of the International Headache Society (IHS) (2013) The International Classification of Headache Disorders, 3rd edition (beta version). Cephalalgia 33:629–808CrossRef
3.
go back to reference Goadsby PJ (2002) Pathophysiology of cluster headache: a trigeminal autonomic cephalgia. Lancet Neurol 1:251–257CrossRefPubMed Goadsby PJ (2002) Pathophysiology of cluster headache: a trigeminal autonomic cephalgia. Lancet Neurol 1:251–257CrossRefPubMed
4.
go back to reference Rainero I, Rubino E, Valfre W et al (2007) Association between the G1246A polymorphism of the hypocretin receptor 2 gene and cluster headache: a meta-analysis. J Headache Pain 8:152–156CrossRefPubMedPubMedCentral Rainero I, Rubino E, Valfre W et al (2007) Association between the G1246A polymorphism of the hypocretin receptor 2 gene and cluster headache: a meta-analysis. J Headache Pain 8:152–156CrossRefPubMedPubMedCentral
5.
go back to reference Baumber L, Sjostrand C, Leone M et al (2006) A genome-wide scan and HCRTR2 candidate gene analysis in a European cluster headache cohort. Neurology 66:1888–1893CrossRefPubMed Baumber L, Sjostrand C, Leone M et al (2006) A genome-wide scan and HCRTR2 candidate gene analysis in a European cluster headache cohort. Neurology 66:1888–1893CrossRefPubMed
6.
go back to reference Schurks M, Kurth T, Geissler I, Tessmann G, Diener HC, Rosskopf D (2006) Cluster headache is associated with the G1246A polymorphism in the hypocretin receptor 2 gene. Neurology 66:1917–1919CrossRefPubMed Schurks M, Kurth T, Geissler I, Tessmann G, Diener HC, Rosskopf D (2006) Cluster headache is associated with the G1246A polymorphism in the hypocretin receptor 2 gene. Neurology 66:1917–1919CrossRefPubMed
7.
go back to reference Weller CM, Wilbrink LA, Houwing-Duistermaat JJ et al (2015) Cluster headache and the hypocretin receptor 2 reconsidered: a genetic association study and meta-analysis. Cephalalgia 35:741–747CrossRefPubMed Weller CM, Wilbrink LA, Houwing-Duistermaat JJ et al (2015) Cluster headache and the hypocretin receptor 2 reconsidered: a genetic association study and meta-analysis. Cephalalgia 35:741–747CrossRefPubMed
8.
go back to reference Sjostrand C, Giedratis V, Ekbom K, Waldenlind E, Hillert J (2001) CACNA1A gene polymorphisms in cluster headache. Cephalalgia 21:953–958CrossRefPubMed Sjostrand C, Giedratis V, Ekbom K, Waldenlind E, Hillert J (2001) CACNA1A gene polymorphisms in cluster headache. Cephalalgia 21:953–958CrossRefPubMed
9.
go back to reference Sjostrand C, Modin H, Masterman T, Ekbom K, Waldenlind E, Hillert J (2002) Analysis of nitric oxide synthase genes in cluster headache. Cephalalgia 22:758–764CrossRefPubMed Sjostrand C, Modin H, Masterman T, Ekbom K, Waldenlind E, Hillert J (2002) Analysis of nitric oxide synthase genes in cluster headache. Cephalalgia 22:758–764CrossRefPubMed
10.
go back to reference Schurks M, Neumann FA, Kessler C et al (2011) MTHFR 677C > T polymorphism and cluster headache. Headache 51:201–207CrossRefPubMed Schurks M, Neumann FA, Kessler C et al (2011) MTHFR 677C > T polymorphism and cluster headache. Headache 51:201–207CrossRefPubMed
11.
go back to reference Ofte HK, Tronvik E, Alstadhaug KB (2015) Lack of association between cluster headache and PER3 clock gene polymorphism. J Headache Pain 17:18CrossRefPubMed Ofte HK, Tronvik E, Alstadhaug KB (2015) Lack of association between cluster headache and PER3 clock gene polymorphism. J Headache Pain 17:18CrossRefPubMed
13.
go back to reference Zarrilli F, Tomaiuolo R, Ceglia C et al (2015) Molecular analysis of cluster headache. Clin J Pain 31:52–57CrossRefPubMed Zarrilli F, Tomaiuolo R, Ceglia C et al (2015) Molecular analysis of cluster headache. Clin J Pain 31:52–57CrossRefPubMed
14.
go back to reference Fourier C, Ran C, Steinberg A, Sjostrand C, Waldenlind E, Carmine Belin A (2016) Screening of two ADH4 variations in a Swedish cluster headache case-control material. Headache doi. doi:10.1111/head.12807 Fourier C, Ran C, Steinberg A, Sjostrand C, Waldenlind E, Carmine Belin A (2016) Screening of two ADH4 variations in a Swedish cluster headache case-control material. Headache doi. doi:10.​1111/​head.​12807
16.
go back to reference John U, Meyer C, Schumann A et al (2004) A short form of the Fagerstrom test for nicotine dependence and the heaviness of smoking index in two adult population samples. Addict Behav 29:1207–1212CrossRefPubMed John U, Meyer C, Schumann A et al (2004) A short form of the Fagerstrom test for nicotine dependence and the heaviness of smoking index in two adult population samples. Addict Behav 29:1207–1212CrossRefPubMed
18.
go back to reference Chang CC, Chow CC, Tellier LC, Vattikuti S, Purcell SM, Lee JJ (2015) Second-generation PLINK: rising to the challenge of larger and richer datasets. Gigascience 4:7CrossRefPubMedPubMedCentral Chang CC, Chow CC, Tellier LC, Vattikuti S, Purcell SM, Lee JJ (2015) Second-generation PLINK: rising to the challenge of larger and richer datasets. Gigascience 4:7CrossRefPubMedPubMedCentral
20.
21.
go back to reference Ionita-Laza I, Lee S, Makarov V, Buxbaum JD, Lin X (2013) Sequence kernel association tests for the combined effect of rare and common variants. Am J Hum Genet 92:841–853CrossRefPubMedPubMedCentral Ionita-Laza I, Lee S, Makarov V, Buxbaum JD, Lin X (2013) Sequence kernel association tests for the combined effect of rare and common variants. Am J Hum Genet 92:841–853CrossRefPubMedPubMedCentral
22.
go back to reference Adzhubei I, Jordan DM, Sunyaev SR (2013) Predicting functional effect of human missense mutations using PolyPhen-2. Curr Protoc Hum Genet Chapter 7:Unit 7.20 Adzhubei I, Jordan DM, Sunyaev SR (2013) Predicting functional effect of human missense mutations using PolyPhen-2. Curr Protoc Hum Genet Chapter 7:Unit 7.20
23.
go back to reference Kircher M, Witten DM, Jain P, O'Roak BJ, Cooper GM, Shendure J (2014) A general framework for estimating the relative pathogenicity of human genetic variants. Nat Genet 46:310–315CrossRefPubMedPubMedCentral Kircher M, Witten DM, Jain P, O'Roak BJ, Cooper GM, Shendure J (2014) A general framework for estimating the relative pathogenicity of human genetic variants. Nat Genet 46:310–315CrossRefPubMedPubMedCentral
24.
go back to reference Gormley P, Anttila V, Winsvold BS et al (2016) Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraine. Nat Genet 48:856–866CrossRefPubMed Gormley P, Anttila V, Winsvold BS et al (2016) Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraine. Nat Genet 48:856–866CrossRefPubMed
25.
go back to reference Berrettini WH, Doyle GA (2012) The CHRNA5-A3-B4 gene cluster in nicotine addiction. Mol Psychiatry 17:856–866CrossRefPubMed Berrettini WH, Doyle GA (2012) The CHRNA5-A3-B4 gene cluster in nicotine addiction. Mol Psychiatry 17:856–866CrossRefPubMed
26.
27.
go back to reference Hancock DB, Reginsson GW, Gaddis NC et al (2015) Genome-wide meta-analysis reveals common splice site acceptor variant in CHRNA4 associated with nicotine dependence. Transl Psychiatry 5, e651CrossRefPubMedPubMedCentral Hancock DB, Reginsson GW, Gaddis NC et al (2015) Genome-wide meta-analysis reveals common splice site acceptor variant in CHRNA4 associated with nicotine dependence. Transl Psychiatry 5, e651CrossRefPubMedPubMedCentral
28.
go back to reference Nievergelt CM, Wineinger NE, Libiger O et al (2014) Chip-based direct genotyping of coding variants in genome wide association studies: utility, issues and prospects. Gene 540:104–109CrossRefPubMedPubMedCentral Nievergelt CM, Wineinger NE, Libiger O et al (2014) Chip-based direct genotyping of coding variants in genome wide association studies: utility, issues and prospects. Gene 540:104–109CrossRefPubMedPubMedCentral
29.
go back to reference Yokai M, Kurihara T, Miyata A (2016) Spinal astrocytic activation contributes to both induction and maintenance of pituitary adenylate cyclase-activating polypeptide type 1 receptor-induced long-lasting mechanical allodynia in mice. Mol Pain. 12. doi: 10.1177/1744806916646383 Yokai M, Kurihara T, Miyata A (2016) Spinal astrocytic activation contributes to both induction and maintenance of pituitary adenylate cyclase-activating polypeptide type 1 receptor-induced long-lasting mechanical allodynia in mice. Mol Pain. 12. doi: 10.​1177/​1744806916646383​
30.
go back to reference Tajti J, Tuka B, Botz B, Helyes Z, Vecsei L (2015) Role of pituitary adenylate cyclase-activating polypeptide in nociception and migraine. CNS Neurol Disord Drug Targets 14:540–553CrossRefPubMed Tajti J, Tuka B, Botz B, Helyes Z, Vecsei L (2015) Role of pituitary adenylate cyclase-activating polypeptide in nociception and migraine. CNS Neurol Disord Drug Targets 14:540–553CrossRefPubMed
31.
go back to reference Guo S, Vollesen AL, Hansen RD, et al (2016) Part I: Pituitary adenylate cyclase-activating polypeptide-38 induced migraine-like attacks in patients with and without familial aggregation of migraine. Cephalalgia. doi:10.1177/0333102416639516. Guo S, Vollesen AL, Hansen RD, et al (2016) Part I: Pituitary adenylate cyclase-activating polypeptide-38 induced migraine-like attacks in patients with and without familial aggregation of migraine. Cephalalgia. doi:10.​1177/​0333102416639516​.
32.
go back to reference Saghy E, Payrits M, Helyes Z et al (2015) Stimulatory effect of pituitary adenylate cyclase-activating polypeptide 6-38, M65 and vasoactive intestinal polypeptide 6-28 on trigeminal sensory neurons. Neuroscience 308:144–156CrossRefPubMed Saghy E, Payrits M, Helyes Z et al (2015) Stimulatory effect of pituitary adenylate cyclase-activating polypeptide 6-38, M65 and vasoactive intestinal polypeptide 6-28 on trigeminal sensory neurons. Neuroscience 308:144–156CrossRefPubMed
33.
34.
go back to reference Turner AJ, Isaac RE, Coates D (2001) The neprilysin (NEP) family of zinc metalloendopeptidases: genomics and function. Bioessays 23:261–269CrossRefPubMed Turner AJ, Isaac RE, Coates D (2001) The neprilysin (NEP) family of zinc metalloendopeptidases: genomics and function. Bioessays 23:261–269CrossRefPubMed
35.
go back to reference Barloese MC (2016) A review of cardiovascular autonomic control in cluster headache. Headache 56:225–239CrossRefPubMed Barloese MC (2016) A review of cardiovascular autonomic control in cluster headache. Headache 56:225–239CrossRefPubMed
36.
go back to reference Barloese M, Lund N, Petersen A, Rasmussen M, Jennum P, Jensen R (2015) Sleep and chronobiology in cluster headache. Cephalalgia 35:969–978CrossRefPubMed Barloese M, Lund N, Petersen A, Rasmussen M, Jennum P, Jensen R (2015) Sleep and chronobiology in cluster headache. Cephalalgia 35:969–978CrossRefPubMed
37.
go back to reference Kramer HH, He L, Lu B, Birklein F, Sommer C (2009) Increased pain and neurogenic inflammation in mice deficient of neutral endopeptidase. Neurobiol Dis 35:177–183CrossRefPubMed Kramer HH, He L, Lu B, Birklein F, Sommer C (2009) Increased pain and neurogenic inflammation in mice deficient of neutral endopeptidase. Neurobiol Dis 35:177–183CrossRefPubMed
38.
go back to reference Auer-Grumbach M, Toegel S, Schabhuttl M et al (2016) Rare variants in MME, encoding metalloprotease neprilysin, are linked to late-onset autosomal-dominant axonal polyneuropathies. Am J Hum Genet 99:607–623CrossRefPubMed Auer-Grumbach M, Toegel S, Schabhuttl M et al (2016) Rare variants in MME, encoding metalloprotease neprilysin, are linked to late-onset autosomal-dominant axonal polyneuropathies. Am J Hum Genet 99:607–623CrossRefPubMed
40.
41.
go back to reference Purcell S, Neale B, Todd-Brown K et al (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81(3):559–575CrossRefPubMedPubMedCentral Purcell S, Neale B, Todd-Brown K et al (2007) PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 81(3):559–575CrossRefPubMedPubMedCentral
Metadata
Title
A genome-wide analysis in cluster headache points to neprilysin and PACAP receptor gene variants
Authors
Elena Bacchelli
Maria Michela Cainazzo
Cinzia Cameli
Simona Guerzoni
Angela Martinelli
Michele Zoli
Elena Maestrini
Luigi Alberto Pini
Publication date
01-12-2016
Publisher
Springer Milan
Published in
The Journal of Headache and Pain / Issue 1/2015
Print ISSN: 1129-2369
Electronic ISSN: 1129-2377
DOI
https://doi.org/10.1186/s10194-016-0705-y

Other articles of this Issue 1/2015

The Journal of Headache and Pain 1/2015 Go to the issue