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2. Genetic Risk Score for Intracranial Aneurysms: Prediction of Subarachnoid Hemorrhage and Role in Clinical Heterogeneity

Author

Bakker, Mark K., Kanning, Jos P., Abraham, Gad, Martinsen, Amy E., Winsvold, Bendik S., Zwart, John-Anker, Bourcier, Romain, Sawada, Tomonobu, Koido, Masaru, Kamatani, Yoichiro, Morel, Sandrine, Amouyel, Philippe, Debette, Stéphanie, Bijlenga, Philippe, Berrandou, Takiy, Ganesh, Santhi K., Bouatia-Naji, Nabila, Jones, Gregory, Bown, Matthew, Rinkel, Gabriel J.E., Veldink, Jan H., Ruigrok, Ynte M., Hege Aamodt, Anne, Heidi Skogholt, Anne, Brumpton, Ben M, Willer, Cristen J, Sandset, Else C, Kristoffersen, Espen S, Ellekjær, Hanne, Heuch, Ingrid, Nielsen, Jonas B, Hagen, Knut, Hveem, Kristian, Fritsche, Lars G, Thomas, Laurent F, Pedersen, Linda M, Gabrielsen, Maiken E, Holmen, Oddgeir L, Børte, Sigrid, Zhou, Wei, Abboud, Shérine, Pandolfo, Massimo, Thijs, Vincent, Leys, Didier, Bodenant, Marie, Louillet, Fabien, Touzé, Emmanuel, Mas, Jean-Louis, Samson, Yves, Leder, Sara, Léger, Anne, Deltour, Sandrine, Crozier, Sophie, Méresse, Isabelle, Canaple, Sandrine, Godefroy, Olivier, Giroud, Maurice, Béjot, Yannick, Decavel, Pierre, Medeiros, Elizabeth, Montiel, Paola, Moulin, Thierry, Vuillier, Fabrice, Dallongeville, Jean, Metso, Antti J, Metso, Tiina, Tatlisumak, Turgut, Grond-Ginsbach, Caspar, Lichy, Christoph, Kloss, Manja, Werner, Inge, Arnold, Marie-Luise, Dos Santos, Michael, Grau, Armin, Dichgans, Martin, Thomas-Feles, Constanze, Weber, Ralf, Brandt, Tobias, Pezzini, Alessandro, De Giuli, Valeria, Caria, Filomena, Poli, Loris, Padovani, Alessandro, Bersano, Anna, Lanfranconi, Silvia, Beretta, Simone, Ferrarese, Carlo, Giacolone, Giacomo, Paolucci, Stefano, Lyrer, Philippe, Engelter, Stefan, Fluri, Felix, Hatz, Florian, Gisler, Dominique, Bonati, Leo, Gensicke, Henrik, Amort, Margareth, Markus, Hugh, Majersik, Jennifer, Worrall, Bradford, Southerland, Andrew, Cole, John, Kittner, Steven, Evangelou, Evangelos, Warren, Helen R, Gao, He, Ntritsos, Georgios, Dimou, Niki, Esko, Tonu, Mägi, Reedik, Milani, Lili, Almgren, Peter, Boutin, Thibaud, Ding, Jun, Giulianini, Franco, Holliday, Elizabeth G, Jackson, Anne U, Li-Gao, Ruifang, Lin, Wei-Yu, Luan, Jian’an, Mangino, Massimo, Oldmeadow, Christopher, Peter Prins, Bram, Qian, Yong, Sargurupremraj, Muralidharan, Shah, Nabi, Surendran, Praveen, Thériault, Sébastien, Verweij, Niek, Willems, Sara M, Zhao, Jing-Hua, Connell, John, de Mutsert, Renée, Doney, Alex SF, Farrall, Martin, Menni, Cristina, Morris, Andrew D, Noordam, Raymond, Paré, Guillaume, Poulter, Neil R, Shields, Denis C, Stanton, Alice, Thom, Simon, Abecasis, Gonçalo, Amin, Najaf, Arking, Dan E, Ayers, Kristin L, Barbieri, Caterina M, Batini, Chiara, Bis, Joshua C, Blake, Tineka, Bochud, Murielle, Boehnke, Michael, Boerwinkle, Eric, Boomsma, Dorret I, Bottinger, Erwin P, Braund, Peter S, Brumat, Marco, Campbell, Archie, Campbell, Harry, Chakravarti, Aravinda, Chambers, John C, Chauhan, Ganesh, Ciullo, Marina, Cocca, Massimiliano, Collins, Francis, Cordell, Heather J, Davies, Gail, de Borst, Martin H, de Geus, Eco J, Deary, Ian J, Deelen, Joris, Del Greco M, Fabiola, Yusuf Demirkale, Cumhur, Dörr, Marcus, Ehret, Georg B, Elosua, Roberto, Enroth, Stefan, Mesut Erzurumluoglu, A, Ferreira, Teresa, Frånberg, Mattias, Franco, Oscar H, Gandin, Ilaria, Gasparini, Paolo, Giedraitis, Vilmantas, Gieger, Christian, Girotto, Giorgia, Goel, Anuj, Gow, Alan J, Gudnason, Vilmundur, Guo, Xiuqing, Gyllensten, Ulf, Hamsten, Anders, Harris, Tamara B, Harris, Sarah E, Hartman, Catharina A, Havulinna, Aki S, Hicks, Andrew A, Hofer, Edith, Hofman, Albert, Hottenga, Jouke-Jan, Huffman, Jennifer E, Hwang, Shih-Jen, Ingelsson, Erik, James, Alan, Jansen, Rick, Jarvelin, Marjo-Riitta, Joehanes, Roby, Johansson, Åsa, Johnson, Andrew D, Joshi, Peter K, Jousilahti, Pekka, Wouter Jukema, J, Jula, Antti, Kähönen, Mika, Kathiresan, Sekar, Keavney, Bernard D, Khaw, Kay-Tee, Knekt, Paul, Knight, Joanne, Kolcic, Ivana, Kooner, Jaspal S, Koskinen, Seppo, Kristiansson, Kati, Kutalik, Zoltan, Laan, Maris, Larson, Marty, Launer, Lenore J, Lehne, Benjamin, Lehtimäki, Terho, Liewald, David CM, Lin, Li, Lind, Lars, Lindgren, Cecilia M, Liu, YongMei, Loos, Ruth JF, Lopez, Lorna M, Lu, Yingchang, Lyytikäinen, Leo-Pekka, Mahajan, Anubha, Mamasoula, Chrysovalanto, Marrugat, Jaume, Marten, Jonathan, Milaneschi, Yuri, Morgan, Anna, Morris, Andrew P, Morrison, Alanna C, Munson, Peter J, Nalls, Mike A, Nandakumar, Priyanka, Nelson, Christopher P, Niiranen, Teemu, Nolte, Ilja M, Nutile, Teresa, Oldehinkel, Albertine J, Oostra, Ben A, O’Reilly, Paul F, Org, Elin, Padmanabhan, Sandosh, Palmas, Walter, Palotie, Aarno, Pattie, Alison, WJH Penninx, Brenda, Perola, Markus, Peters, Annette, Polasek, Ozren, Pramstaller, Peter P, Tri Nguyen, Quang, Raitakari, Olli T, Rettig, Rainer, Rice, Kenneth, Ridker, Paul M, Ried, Janina S, Riese, Harriëtte, Ripatti, Samuli, Robino, Antonietta, Rose, Lynda M, Rotter, Jerome I, Rudan, Igor, Ruggiero, Daniela, Saba, Yasaman, Sala, Cinzia F, Salomaa, Veikko, Samani, Nilesh J, Sarin, Antti-Pekka, Schmidt, Reinhold, Schmidt, Helena, Shrine, Nick, Siscovick, David, Smith, Albert V, Snieder, Harold, Sõber, Siim, Sorice, Rossella, Starr, John M, Stott, David J, Strachan, David P, Strawbridge, Rona J, Sundström, Johan, Swertz, Morris A, Taylor, Kent D, Teumer, Alexander, Tobin, Martin D, Tomaszewski, Maciej, Toniolo, Daniela, Traglia, Michela, Trompet, Stella, Tuomilehto, Jaakko, Tzourio, Christophe, Uitterlinden, André G, Vaez, Ahmad, van der Most, Peter J, van Duijn, Cornelia M, Verwoert, Germaine C, Vitart, Veronique, Völker, Uwe, Vollenweider, Peter, Vuckovic, Dragana, Watkins, Hugh, Wild, Sarah H, Willemsen, Gonneke, Wilson, James F, Wright, Alan F, Yao, Jie, Zemunik, Tatijana, Zhang, Weihua, Attia, John R, Butterworth, Adam S, Chasman, Daniel I, Conen, David, Cucca, Francesco, Danesh, John, Hayward, Caroline, Howson, Joanna MM, Laakso, Markku, Lakatta, Edward G, Langenberg, Claudia, Melander, Olle, Mook-Kanamori, Dennis O, Palmer, Colin NA, Risch, Lorenz, Scott, Robert A, Scott, Rodney J, Sever, Peter, Spector, Tim D, van der Harst, Pim, Wareham, Nicholas J, Zeggini, Eleftheria, Levy, Daniel, Munroe, Patricia B, Newton-Cheh, Christopher, Brown, Morris J, Metspalu, Andres, Psaty, Bruce M., Wain, Louise V, Elliott, Paul, Caulfield, Mark J, Gormley, Padhraig, Anttila, Verneri, Palta, Priit, Esko, Tonu, Pers, Tune H, Farh, Kai-How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A, Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Terwindt, Gisela M, Kallela, Mikko, Freilinger, Tobias M, Ran, Caroline, Gordon, Scott G, Stam, Anine H, Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H H, Lehtimäki, Terho, Sarin, Antti-Pekka, Wedenoja, Juho, Hinds, David A, Buring, Julie E, Schürks, Markus, Ridker, Paul M, Gudlaug Hrafnsdottir, Maria, Stefansson, Hreinn, Ring, Susan M, Hottenga, Jouke-Jan, Penninx, Brenda W J H, Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C, Madden, Pamela A F, Martin, Nicholas G, Montgomery, Grant W, Kurki, Mitja I, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hämäläinen, Eija, Huang, Hailiang, Byrnes, Andrea E, Franke, Lude, Huang, Jie, Stergiakouli, Evie, Lee, Phil H, Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Eriksson, Johan G, Salomaa, Veikko, Heikkilä, Kauko, Loehrer, Elizabeth, Uitterlinden, Andre G, Hofman, Albert, van Duijn, Cornelia M, Cherkas, Lynn, Pedersen, Linda M, Stubhaug, Audun, Nielsen, Christopher S, Männikkö, Minna, Mihailov, Evelin, Milani, Lili, Göbel, Hartmut, Esserlind, Ann-Louise, Francke Christensen, Anne, Folkmann Hansen, Thomas, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J, Raitakari, Olli, Arfan Ikram, M, Spector, Tim, Järvelin, Marjo-Riitta, Metspalu, Andres, Kubisch, Christian, Strachan, David P, Ferrari, Michel D, Belin, Andrea C, Dichgans, Martin, Wessman, Maija, van den Maagdenberg, Arn M J M, Boomsma, Dorret I, Davey Smith, George, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J, Neale, Benjamin M, Olesen, Jes, Chasman, Daniel I, Nyholt, Dale R, Palotie, Aarno, Akiyama, Masato, Alg, Varinder S., Børte, Sigrid, Broderick, Joseph P., Brumpton, Ben M., Dauvillier, Jérôme, Desal, Hubert, Dina, Christian, Friedrich, Christoph M., Gaál-Paavola, Emília I., Gentric, Jean-Christophe, Hirsch, Sven, Hostettler, Isabel C., Houlden, Henry, Hveem, Kristian, Jääskeläinen, Juha E., Johnsen, Marianne Bakke, Li, Liming, Lin, Kuang, Lindgren, Antti, Martin, Olivier, Matsuda, Koichi, Millwood, Iona Y., Naggara, Olivier, Niemelä, Mika, Pera, Joanna, Redon, Richard, Rouleau, Guy A., Sandvei, Marie Søfteland, Schilling, Sabine, Shotar, Eimad, Slowik, Agnieszka, Terao, Chikashi, Verschuren, W. M. Monique, Walters, Robin G., Werring, David J., Willer, Cristen J., Woo, Daniel, Worrall, Bradford B., and Zhou, Sirui

Published
2023
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3. Genome wide association study identifies variants in NBEA associated with migraine in bipolar disorder

Author

Jacobsen, Kaya K, Nievergelt, Caroline M, Zayats, Tetyana, Greenwood, Tiffany A, Anttila, Verneri, Akiskal, Hagop S, Consortium, BiGS, Consortium, IHG, include:, BiGS Consortium Co-Authors, Kelsoe, John R, McKinney, Rebecca, Shilling, Paul D, Smith, Erin N, Schork, Nicholas J, Bloss, Cinnamon S, Nurnberger, John I, Edenberg, Howard J, Foroud, Tatiana, Koller, Daniel L, Gershon, Elliot S, Badner, Judith A, Liu, Chunyu, Scheftner, William A, Lawson, William B, Nwulia, Evaristus A, Hipolito, Maria, Potash, James, Coryell, William, Rice, John, Byerley, William, McMahon, Francis J, Berrettini, Wade H, Zandi, Peter P, Mahon, Pamela B, McInnis, Melvin G, Zöllner, Sebastian, Zhang, Peng, Craig, David W, Szelinger, Szabolics, Barrett, Thomas B, Schulze, Thomas G, include:, IHG Consortium Co-Authors, Wedenoja, Juho, Kaunisto, Mari A, Heikkilä, Kauko, Kaprio, Jaakko, Wessman, Maija, Kallela, Mikko, Färkkilä, Markus, Artto, Ville, Aromaa, Arpo, Eriksson, Johan G, Winsvold, Bendik S, Zwart, John-Anker, Gormley, Padhraig, Palotie, Aarno, Kurth, Tobias, Rose, Lynda M, Buring, Julie E, Ridker, Paul M, Chasman, Daniel I, Bettella, Francesco, Steinberg, Stacy, Stefansson, Hreinn, Stefansson, Kari, McMahon, George, Davey-Smith, George, Malik, Rainer, Freilinger, Tobias, Wichmann, Heinz Erich, Dichgans, Martin, Muller-Myhsok, Bertram, Meitinger, Thomas, de Vries, Boukje, Terwindt, Gisela, Stam, Anine H, Frants, Rune R, Pelzer, Nadine, Weller, Claudia M, Zielman, Ronald, Ferrari, Michel D, van den Maagdenberg, Arn MJM, Medland, Sarah E, Montgomery, Grant W, Martin, Nicholas G, Nyholt, Dale R, Todt, Unda, Borck, Guntram, Kubisch, Christian, Quaye, Lydia, Williams, Frances MK, Cherkas, Lynn, Koiranen, Markku, Hartikainen, Anna-Liisa, Pouta, Anneli, Jarvelin, Marjo-Riitta, Ikram, M Arfan, and van den Ende, Joyce

Subjects
Biomedical and Clinical Sciences, Neurosciences, Pain Research, Headaches, Bipolar Disorder, Migraines, Genetics, Mental Health, Brain Disorders, Mental Illness, Chronic Pain, Serious Mental Illness, Human Genome, 2.1 Biological and endogenous factors, Neurological, Adult, Carrier Proteins, Comorbidity, Female, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Male, Migraine Disorders, Nerve Tissue Proteins, Polymorphism, Single Nucleotide, Bipolar disorder, Migraine, NBEA, Neurobeachin, BiGS Consortium, IHG Consortium, Medical and Health Sciences, Psychology and Cognitive Sciences, Psychiatry, Biomedical and clinical sciences, Health sciences, Psychology
Abstract

BackgroundMigraine is a common comorbidity among individuals with bipolar disorder, but the underlying mechanisms for this co-occurrence are poorly understood. The aim of this study was to investigate the genetic background of bipolar patients with and without migraine.MethodsWe performed a genome-wide association analysis contrasting 460 bipolar migraneurs with 914 bipolar patients without migraine from the Bipolar Genome Study (BiGS).ResultsWe identified one genome-wide significant association between migraine in bipolar disorder patients and rs1160720, an intronic single nucleotide polymorphism (SNP) in the NBEA gene (P=2.97 × 10(-8), OR: 1.82, 95% CI: 1.47-2.25), although this was not replicated in a smaller sample of 289 migraine cases.LimitationsOur study is based on self-reported migraine.ConclusionsNBEA encodes neurobeachin, a scaffolding protein primarily expressed in the brain and involved in trafficking of vesicles containing neurotransmitter receptors. This locus has not previously been implicated in migraine per se. We found no evidence of association in data from the GWAS migraine meta-analysis consortium (n=118,710 participants) suggesting that the association might be specific to migraine co-morbid with bipolar disorder.

Published
2015

5. Non-invasive measurements of ictal and interictal epileptiform activity using optically pumped magnetometers

Author

ZL Cerebrovasculaire Ziekten Medisch, Neurologen, Brain, Hillebrand, Arjan, Holmes, Niall, Sijsma, Ndedi, O’Neill, George C., Tierney, Tim M., Liberton, Niels, Stam, Anine H., van Klink, Nicole, Stam, Cornelis J., Bowtell, Richard, Brookes, Matthew J., Barnes, Gareth R., ZL Cerebrovasculaire Ziekten Medisch, Neurologen, Brain, Hillebrand, Arjan, Holmes, Niall, Sijsma, Ndedi, O’Neill, George C., Tierney, Tim M., Liberton, Niels, Stam, Anine H., van Klink, Nicole, Stam, Cornelis J., Bowtell, Richard, Brookes, Matthew J., and Barnes, Gareth R.

Published
2023

6. Genome wide association study identifies variants in NBEA associated with migraine in bipolar disorder

Author

Kelsoe, John R., Greenwood, Tiffany A., Nievergelt, Caroline M., McKinney, Rebecca, Shilling, Paul D., Smith, Erin N., Schork, Nicholas J., Bloss, Cinnamon S., Nurnberger, John I., Jr., Edenberg, Howard J., Foroud, Tatiana, Koller, Daniel L., Gershon, Elliot S., Badner, Judith A., Liu, Chunyu, Scheftner, William A., Lawson, William B., Nwulia, Evaristus A., Hipolito, Maria, Potash, James, Coryell, William, Rice, John, Byerley, William, McMahon, Francis J., Berrettini, Wade H., Zandi, Peter P., Mahon, Pamela B., McInnis, Melvin G., Zöllner, Sebastian, Zhang, Peng, Craig, David W., Szelinger, Szabolics, Barrett, Thomas B., Schulze, Thomas G., Wedenoja, Juho, Kaunisto, Mari A., Heikkilä, Kauko, Kaprio, Jaakko, Wessman, Maija, Kallela, Mikko, Färkkilä, Markus, Artto, Ville, Aromaa, Arpo, Eriksson, Johan G., Winsvold, Bendik S., Zwart, John-Anker, Gormley, Padhraig, Palotie, Aarno, Kurth, Tobias, Rose, Lynda M., Buring, Julie E., Ridker, Paul M., Chasman, Daniel I., Bettella, Francesco, Steinberg, Stacy, Stefansson, Hreinn, Stefansson, Kari, McMahon, George, Davey-Smith, George, Malik, Rainer, Freilinger, Tobias, Erich Wichmann, Heinz, Dichgans, Martin, Muller-Myhsok, Bertram, Meitinger, Thomas, de Vries, Boukje, Terwindt, Gisela, Stam, Anine H., Frants, Rune R., Pelzer, Nadine, Weller, Claudia M., Zielman, Ronald, Ferrari, Michel D., van den Maagdenberg, Arn M.J.M., Medland, Sarah E., Montgomery, Grant W., Martin, Nicholas G., Nyholt, Dale R., Todt, Unda, Borck, Guntram, Kubisch, Christian, Quaye, Lydia, Williams, Frances M.K., Cherkas, Lynn, Koiranen, Markku, Hartikainen, Anna-Liisa, Pouta, Anneli, Jarvelin, Marjo-Riitta, Arfan Ikram, M., van den Ende, Joyce, Uitterlinden, Andre G., Hofman, Albert, Amin, Najaf, van Duijn, Cornelia, Lehtimäki, Terho, Ligthart, Lannie, Hottenga, Jouke-Jan, Vink, Jacqueline M., Penninx, Brenda W., Boomsma, Dorret I., Schürks, Markus, Jakobsson, Finnbogi, Schoenen, Jean, Heath, Andrew C., Madden, Pamela A.F., Göbel, Hartmut, Heinze, Axel, Heinze-Kuhn, Katja, Schreiber, Stefan, Anttila, Verneri, Daly, Mark J., Alexander, Michael, Raitakari, Olli, Strachan, David P., Jacobsen, Kaya K., Zayats, Tetyana, Akiskal, Hagop S., Haavik, Jan, Bernt Fasmer, Ole, Johansson, Stefan, and Oedegaard, Ketil J.

Published
2015
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7. Improved non-invasive detection of ictal and interictal epileptiform activity using Optically Pumped Magnetometers

Author

Hillebrand, Arjan, primary, Holmes, Niall, additional, Sijsma, Ndedi, additional, O'Neill, George C, additional, Tierney, Tim M, additional, Liberton, Niels, additional, Stam, Anine H, additional, van Klink, Nicole, additional, Stam, Cornelis J, additional, Bowtell, Richard, additional, Brookes, Matthew J, additional, and Barnes, Gareth R, additional

Published
2022
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9. Cerebral small vessel disease genomics and its implications across the lifespan

Author

Sargurupremraj, Muralidharan, Suzuki, Hideaki, Zhao, Wei, Okada, Yukinori, Mazoyer, Bernard, Wardlaw, Joanna M, Nyquist, Paul A, Mather, Karen A, Grabe, Hans, Schmidt, Helena, Van Duijn, Cornelia M, Gudnason, Vilmundur, Longstreth, William T, Armstrong, Nicola J, Launer, Lenore J, Lathrop, Mark, Seshadri, Sudha, Tzourio, Christophe, Adams, Hieab H, Matthews, Paul M, Fornage, Myriam, Debette, Stéphanie, Amouyel, Philippe, de Andrade, Mariza, Hofer, Edith, Basu, Saonli, Berr, Claudine, Brody, Jennifer A, Chasman, Daniel I, Dartigues, Jean-Francois, Folsom, Aaron R, Germain, Marine, de Haan, Hugoline, Heit, John, Houwing-Duitermaat, Jeanine, Yanek, Lisa R, Kabrhel, Christopher, Kraft, Peter, Legal, Grégoire, Lindström, Sara, Monajemi, Ramin, Morange, Pierre-Emmanuel, Psaty, Bruce M, Reitsma, Pieter H, Ridker, Paul M, Rose, Lynda M, Hagenaars, Saskia P, Rosendaal, Frits R, Saut, Noémie, Slagboom, Eline, Smadja, David, Smith, Nicholas L, Suchon, Pierre, Tang, Weihong, Taylor, Kent D, Trégouët, David-Alexandre, Kumar, Rajan B, de Visser, Marieke C H, van Hylckama Vlieg, Astrid, Weng, Lu-Chen, Wiggins, Kerri L, Gormley, Padhraig, Anttila, Verneri, Winsvold, Bendik S, Palta, Priit, Esko, Tonu, Pers, Tune H, van den Akker, Erik B, Farh, Kai-How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A, Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Terwindt, Gisela M, Kallela, Mikko, McWhirter, Rebekah E, Freilinger, Tobias M, Ran, Caroline, Gordon, Scott G, Stam, Anine H, Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H H, Lehtimäki, Terho, Trompet, Stella, Sarin, Antti-Pekka, Wedenoja, Juho, Hinds, David A, Buring, Julie E, Schürks, Markus, Gudlaug Hrafnsdottir, Maria, Stefansson, Hreinn, Ring, Susan M, Hottenga, Jouke-Jan, Mishra, Aniket, Penninx, Brenda W J H, Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C, Madden, Pamela A F, Martin, Nicholas G, Montgomery, Grant W, Jian, Xueqiu, Saba, Yasaman, Kurki, Mitja, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hämäläinen, Eija, Huang, Hailiang, Byrnes, Andrea E, Franke, Lude, Huang, Jie, Stergiakouli, Evie, Satizabal, Claudia L, Lee, Phil H, Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefanie, Meitinger, Thomas, Eriksson, Johan G, Salomaa, Veikko, Heikkilä, Kauko, Beaudet, Gregory, Loehrer, Elizabeth, Uitterlinden, Andre G, Hofman, Albert, van Duijn, Cornelia M, Cherkas, Lynn, Pedersen, Linda M, Stubhaug, Audun, Nielsen, Christopher S, Männikkö, Minna, Mihailov, Evelin, Petit, Laurent, Milani, Lili, Göbel, Hartmut, Esserlind, Ann-Louise, Francke Christensen, Anne, Folkmann Hansen, Thomas, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J, Raitakari, Olli, Ikram, M Arfan, Tsuchida, Ami, Spector, Tim, Järvelin, Marjo-Riitta, Metspalu, Andres, Kubisch, Christian, Strachan, David P, Ferrari, Michel D, Belin, Andrea C, Dichgans, Martin, Wessman, Maija, van den Maagdenberg, Arn M J M, Zago, Laure, Zwart, John-Anker, Boomsma, Dorret I, Davey Smith, George, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J, Neale, Benjamin M, Olesen, Jes, Nyholt, Dale R, Schilling, Sabrina, Palotie, Aarno, Sigurdsson, Sigurdur, Gottesman, Rebecca F, Lewis, Cora E, Sarnowski, Chloé, Aggarwal, Neelum T, Lopez, Oscar L, Smith, Jennifer A, Valdés Hernández, Maria C, van der Grond, Jeroen, Wright, Margaret J, Knol, Maria J, Dörr, Marcus, Thomson, Russell J, Bordes, Constance, Evans, Tavia E, Le Grand, Quentin, Duperron, Marie-Gabrielle, Smith, Albert V, Knopman, David S, Schreiner, Pamela J, Evans, Denis A, Rotter, Jerome I, Beiser, Alexa S, Maniega, Susana Muñoz, Beekman, Marian, Bis, Joshua C, Trollor, Julian, Stott, David J, Vernooij, Meike W, Wittfeld, Katharina, Niessen, Wiro J, Soumaré, Aicha, Boerwinkle, Eric, Sidney, Stephen, Turner, Stephen T, Davies, Gail, Eiriksdottir, Gudny, Thalamuthu, Anbupalam, Völker, Uwe, van Buchem, Mark A, Bryan, R Nick, Dupuis, Josée, Bastin, Mark E, Ames, David, Teumer, Alexander, Kwok, John B, Sakaue, Saori, Bülow, Robin, Deary, Ian J, Schofield, Peter R, Brodaty, Henry, Jiang, Jiyang, Tabara, Yasuharu, Setoh, Kazuya, Miyamoto, Susumu, Yoshida, Kazumichi, Nagata, Manabu, Terzikhan, Natalie, Kamatani, Yoichiro, Matsuda, Fumihiko, Bennett, David A, De Jager, Philip L, Mosley, Thomas H, Sachdev, Perminder S, Schmidt, Reinhold, Warren, Helen R, Evangelou, Evangelos, Habes, Mohamad, Thrombosis, International Network against, Consortium, International Headache Genomics, Ikram, Mohammad A, Wen, Wei, DeCarli, Charles, Srikanth, Velandai K, Jukema, J Wouter, Slagboom, Eline P, Kardia, Sharon L R, Equipe VINTAGE - Inserm U1219 [Bordeaux], Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Groupe d'imagerie neurofonctionnelle (GIN), Institut des Maladies Neurodégénératives [Bordeaux] (IMN), and Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS)-Université de Bordeaux (UB)-Centre National de la Recherche Scientifique (CNRS)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)

Subjects
Adult, Male, epidemiology [Alzheimer Disease], genetics [Alzheimer Disease], diagnosis [Cerebral Small Vessel Diseases], epidemiology [Hypertension], Genome-wide association studies, behavioral disciplines and activities, Risk Assessment, Article, diagnostic imaging [White Matter], Young Adult, Alzheimer Disease, Risk Factors, White matter disease, mental disorders, Humans, Medical History Taking, Aged, Aged, 80 and over, [SCCO.NEUR]Cognitive science/Neuroscience, Mendelian Randomization Analysis, Middle Aged, White Matter, Stroke, Diffusion Tensor Imaging, Genetic Loci, Cerebral Small Vessel Diseases, complications [Cerebral Small Vessel Diseases], Hypertension, genetics [Stroke], genetics [Cerebral Small Vessel Diseases], Female, genetics [Hypertension], ddc:500, epidemiology [Stroke], Genome-Wide Association Study
Abstract

White matter hyperintensities (WMH) are the most common brain-imaging feature of cerebral small vessel disease (SVD), hypertension being the main known risk factor. Here, we identify 27 genome-wide loci for WMH-volume in a cohort of 50,970 older individuals, accounting for modification/confounding by hypertension. Aggregated WMH risk variants were associated with altered white matter integrity (p = 2.5×10-7) in brain images from 1,738 young healthy adults, providing insight into the lifetime impact of SVD genetic risk. Mendelian randomization suggested causal association of increasing WMH-volume with stroke, Alzheimer-type dementia, and of increasing blood pressure (BP) with larger WMH-volume, notably also in persons without clinical hypertension. Transcriptome-wide colocalization analyses showed association of WMH-volume with expression of 39 genes, of which four encode known drug targets. Finally, we provide insight into BP-independent biological pathways underlying SVD and suggest potential for genetic stratification of high-risk individuals and for genetically-informed prioritization of drug targets for prevention trials., White matter hyperintensities (WMH) are a common brain-imaging feature of cerebral small vessel disease. Here, the authors carry out a GWAS and followup analyses for WMH-volume, implicating several variants with potential for risk stratification and drug targeting.

Published
2020
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10. A genome-wide cross-phenotype meta-analysis of the association of blood pressure with migraine

Author

Guo, Yanjun, Rist, Pamela M., Daghlas, Iyas, Giulianini, Franco, Gormley, Padhraig, Anttila, Verneri, Winsvold, Bendik S., Palta, Priit, Esko, Tonu, Pers, Tune H., Farh, Kai How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A., Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Terwindt, Gisela M., Kallela, Mikko, Freilinger, Tobias M., Ran, Caroline, Gordon, Scott G., Stam, Anine H., Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H.H., Lehtimäki, Terho, Sarin, Antti Pekka, Wedenoja, Juho, Hinds, David A., Buring, Julie E., Schürks, Markus, Ridker, Paul M., Hrafnsdottir, Maria Gudlaug, Stefansson, Hreinn, Ring, Susan M., Hottenga, Jouke Jan, Penninx, Brenda W.J.H., Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C., Madden, Pamela A.F., Martin, Nicholas G., Montgomery, Grant W., Kurki, Mitja, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hämäläinen, Eija, Huang, Hailiang, Byrnes, Andrea E., Franke, Lude, Huang, Jie, Stergiakouli, Evie, Lee, Phil H., Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Eriksson, Johan G., Salomaa, Veikko, Heikkilä, Kauko, Loehrer, Elizabeth, Uitterlinden, Andre G., Hofman, Albert, Duijn, Cornelia M.van, Cherkas, Lynn, Pedersen, Linda M., Stubhaug, Audun, Nielsen, Christopher S., Männikkö, Minna, Mihailov, Evelin, Milani, Lili, Göbel, Hartmut, Esserlind, Ann Louise, Christensen, Anne Francke, Hansen, Thomas Folkmann, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J., Raitakari, Olli, Ikram, M. Arfan, Spector, Tim, Järvelin, Marjo Riitta, Metspalu, Andres, Kubisch, Christian, Strachan, David P., Ferrari, Michel D., Belin, Andrea C., Dichgans, Martin, Wessman, Maija, Maagdenberg, Arn M.J.M.van den, Zwart, John Anker, Boomsma, Dorret I., Smith, George Davey, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J., Neale, Benjamin M., Olesen, Jes, Chasman, Daniel I., Nyholt, Dale R., Palotie, Aarno, Agee, Michelle, Auton, Adam, Bell, Robert K., Bryc, Katarzyna, Elson, Sarah L., Fontanillas, Pierre, Huber, Karen E., Kleinman, Aaron, Litterman, Nadia K., McCreight, Jennifer C., McIntyre, Matthew H., Mountain, Joanna L., Noblin, Elizabeth S., Northover, Carrie A.M., Pitts, Steven J., Sathirapongsasuti, J. Fah, Sazonova, Olga V., Shelton, Janie F., Shringarpure, Suyash, Tian, Chao, Tung, Joyce Y., Vacic, Vladimir, Læknadeild (HÍ), Faculty of Medicine (UI), Heilbrigðisvísindasvið (HÍ), School of Health Sciences (UI), Háskóli Íslands, University of Iceland, APH - Mental Health, Amsterdam Neuroscience - Complex Trait Genetics, Psychiatry, APH - Digital Health, Radiology & Nuclear Medicine, Epidemiology, Neurology, Internal Medicine, Biological Psychology, APH - Personalized Medicine, APH - Health Behaviors & Chronic Diseases, APH - Methodology, Clinicum, Neurologian yksikkö, HUS Neurocenter, HUS Helsinki and Uusimaa Hospital District, Department of Neurosciences, Research Programs Unit, Institute for Molecular Medicine Finland, Neuroscience Center, STEMM - Stem Cells and Metabolism Research Program, Genomics of Neurological and Neuropsychiatric Disorders, Department of Public Health, Biosciences, Centre of Excellence in Complex Disease Genetics, Research Programme of Molecular Medicine, Aarno Palotie / Principal Investigator, Helsinki University Hospital Area, University of Helsinki, Johan Eriksson / Principal Investigator, and Department of General Practice and Primary Health Care

Subjects
0301 basic medicine, Netherlands Twin Register (NTR), Integrin beta Chains, LOCI, Medizin, General Physics and Astronomy, Blood Pressure, Genome-wide association study, Genome-wide association studies, DISEASE, 3124 Neurology and psychiatry, 0302 clinical medicine, HEADACHE, Risk Factors, Polymorphism (computer science), Genome-wide, lcsh:Science, Telomerase, Multidisciplinary, Mendelian Randomization Analysis, Blóðþrýstingur, 3. Good health, Pulse pressure, Mígreni, Hypertension, Blood pressure, Cross-phenotype, Erfðarannsóknir, medicine.medical_specialty, Migraine Disorders, Science, Diastole, Polymorphism, Single Nucleotide, Article, General Biochemistry, Genetics and Molecular Biology, 03 medical and health sciences, Meta-Analysis as Topic, SDG 3 - Good Health and Well-being, Receptors, Adrenergic, alpha-2, Internal medicine, Mendelian randomization, medicine, Humans, Genetic Predisposition to Disease, Migraine, business.industry, Proteins, General Chemistry, medicine.disease, Meta-analysis, 030104 developmental biology, Endocrinology, RISK-FACTORS, lcsh:Q, business, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

Publisher's version (útgefin grein), Blood pressure (BP) was inconsistently associated with migraine and the mechanisms of BP-lowering medications in migraine prophylaxis are unknown. Leveraging large-scale summary statistics for migraine (Ncases/Ncontrols = 59,674/316,078) and BP (N = 757,601), we find positive genetic correlations of migraine with diastolic BP (DBP, rg = 0.11, P = 3.56 × 10−06) and systolic BP (SBP, rg = 0.06, P = 0.01), but not pulse pressure (PP, rg = −0.01, P = 0.75). Cross-trait meta-analysis reveals 14 shared loci (P ≤ 5 × 10−08), nine of which replicate (P, This research has been conducted using the UK Biobank Resource under Application Number 29273. We would like to thank the participants and researchers from the UK Biobank, 23andMe, Inc., International Headache Genetics Consortium (IHGC), MEGASTROKE, CARDIoGRAM, and International Consortium of Blood Pressure-Genome Wide Association Studies (ICBP) who contributed or collected data. Daniel I. Chasman is funded by US National Institutes of Health and US National Institute of Neurological Disorders and Stroke (R21NS09296 and R21NS104398). Pamela M. Rist is funded by K01 HL128791. The MEGASTROKE project received funding from sources specified at http://www.megastroke.org/acknowledgments.html.

Published
2020
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11. Molecular genetic overlap between migraine and major depressive disorder

Author

Yang, Yuanhao, Zhao, Huiying, Boomsma, Dorret I, Smith, George Davey, Esko, Tonu, Hansen, Thomas Folkmann, Ikram, M. Arfan, Paraskevi, Christofidou, Strachan, David P., Wessman, Maija, Gormley, Padhraig, Anttila, Verneri, Winsvold, Bendik S., Palta, Priit, Pers, Tune H., Farh, Kai-How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A., Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Kallela, Mikko, Freilinger, Tobias M., Ran, Caroline, Gordon, Scott G., Stam, Anine H., Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H. H., Lehtimäki, Terho, Sarin, Antti-Pekka, Wedenoja, Juho, Hinds, David A., Buring, Julie E., Schürks, Markus, Ridker, Paul M., Hrafnsdottir, Maria Gudlaug, Stefansson, Hreinn, Ring, Susan M., Hottenga, Jouke-Jan, Penninx, Brenda W. J. H., Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C., Madden, Pamela A. F., Martin, Nicholas G., Montgomery, Grant W, Kurki, Mitja I, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hämäläinen, Eija, Huang, Hailiang, Byrnes, Andrea E., Franke, Lude, Huang, Jie, Stergiakouli, Evie, Lee, Phil H., Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Eriksson, Johan G., Salomaa, Veikko, Heikkilä, Kauko, Loehrer, Elizabeth, Uitterlinden, Andre G., Hofman, Albert, van Duijn, Cornelia M., Cherkas, Lynn, Pedersen, Linda M., Stubhaug, Audun, Nielsen, Christopher S., Männikkö, Minna, Mihailov, Evelin, Milani, Lili, Göbel, Hartmut, Esserlind, Ann-Louise, Christensen, Anne Francke, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J., Raitakari, Olli, Spector, Tim, Järvelin, Marjo-Riitta, Metspalu, Andres, Kubisch, Christian, Ferrari, Michel D., Belin, Andrea C., Dichgans, Martin, Zwart, John-Anker, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J., Neale, Benjamin M., Olesen, Jes, Chasman, Daniel I., Nyholt, Dale R., Palotie, Aarno, van den Maagdenberg, Arn M. J. M., Terwindt, Gisela M., Psychiatry, APH - Mental Health, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Digital Health, Epidemiology, Biological Psychology, APH - Methodology, APH - Personalized Medicine, and APH - Health Behaviors & Chronic Diseases

Subjects
0301 basic medicine, Netherlands Twin Register (NTR), Linkage disequilibrium, Migraine Disorders, Medizin, Single-nucleotide polymorphism, Genome-wide association study, Polymorphism, Single Nucleotide, Article, Linkage Disequilibrium, 03 medical and health sciences, 0302 clinical medicine, Potassium Channels, Tandem Pore Domain, SDG 3 - Good Health and Well-being, Genotype, Databases, Genetic, Genetics, medicine, SNP, Humans, Genetics (clinical), Depressive Disorder, Major, business.industry, medicine.disease, Comorbidity, Ankyrin Repeat, 030104 developmental biology, Migraine, Major depressive disorder, business, 030217 neurology & neurosurgery, Genome-Wide Association Study
Abstract

Migraine and major depressive disorder (MDD) are common brain disorders that frequently co-occur. Despite epidemiological evidence that migraine and MDD share a genetic basis, their overlap at the molecular genetic level has not been thoroughly investigated. Using single-nucleotide polymorphism (SNP) and gene-based analysis of genome-wide association study (GWAS) genotype data, we found significant genetic overlap across the two disorders. LD Score regression revealed a significant SNP-based heritability for both migraine (h2= 12%) and MDD (h2= 19%), and a significant cross-disorder genetic correlation (rG= 0.25; P = 0.04). Meta-analysis of results for 8,045,569 SNPs from a migraine GWAS (comprising 30,465 migraine cases and 143,147 control samples) and the top 10,000 SNPs from a MDD GWAS (comprising 75,607 MDD cases and 231,747 healthy controls), implicated three SNPs (rs146377178, rs672931, and rs11858956) with novel genome-wide significant association (PSNP≤ 5 × 10−8) to migraine and MDD. Moreover, gene-based association analyses revealed significant enrichment of genes nominally associated (Pgene-based≤ 0.05) with both migraine and MDD (Pbinomial-test= 0.001). Combining results across migraine and MDD, two genes, ANKDD1B and KCNK5, produced Fisher’s combined gene-based P values that surpassed the genome-wide significance threshold (PFisher’s-combined≤ 3.6 × 10−6). Pathway analysis of genes with PFisher’s-combined≤ 1 × 10−3suggested several pathways, foremost neural-related pathways of signalling and ion channel regulation, to be involved in migraine and MDD aetiology. In conclusion, our study provides strong molecular genetic support for shared genetically determined biological mechanisms underlying migraine and MDD.

Published
2018
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12. Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraine

Author

Gormley, Padhraig, Anttila, Verneri, Winsvold, Bendik S., Palta, Priit, Esko, Tonu, Pers, Tune H., Farh, Kai How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A., Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Terwindt, Gisela M., Kallela, Mikko, Freilinger, Tobias M., Ran, Caroline, Gordon, Scott G., Stam, Anine H., Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H.H., Lehtimäki, Terho, Sarin, Antti Pekka, Wedenoja, Juho, Hinds, David A., Buring, Julie E., Schürks, Markus, Ridker, Paul M., Hrafnsdottir, Maria Gudlaug, Stefansson, Hreinn, Ring, Susan M., Hottenga, Jouke Jan, Penninx, Brenda W.J.H., Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C., Madden, Pamela A.F., Martin, Nicholas G., Montgomery, Grant W., Kurki, Mitja, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hamalainen, Eija, Huang, Hailiang, Byrnes, Andrea E., Franke, Lude, Huang, Jie, Stergiakouli, Evie, Lee, Phil H., Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Eriksson, Johan G., Salomaa, Veikko, Heikkilä, Kauko, Loehrer, Elizabeth, Uitterlinden, Andre G., Hofman, Albert, van Duijn, Cornelia, Cherkas, Lynn, Pedersen, Linda M., Stubhaug, Audun, Nielsen, Christopher S., Männikkö, Minna, Mihailov, Evelin, Milani, Lili, Göbel, Hartmut, Esserlind, Ann Louise, Christensen, Anne Francke, Hansen, Thomas Folkmann, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J., Raitakari, Olli, Ikram, M. Arfan, Spector, Tim, Järvelin, Marjo Riitta, Metspalu, Andres, Kubisch, Christian, Strachan, David P., Ferrari, Michel, Belin, Andrea Carmine, Dichgans, Martin, Wessman, Maija, van den Maagdenberg, Arn M.J.M., Zwart, John Anker, Boomsma, Dorret I., Smith, George Davey, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J., Neale, Benjamin M., Olesen, Jes, Chasman, Daniel I., Nyholt, Dale R., Palotie, Aarno, Børte, Sigrid, Cormand, Bru, Eising, Else, Frants, Rune R., Griffiths, Lyn, Hiekkala, Marjo, Kajanne, Risto, Launer, Lenore, Lehtimaki, Terho, Lessel, Davor, Litterman, Nadia, Macaya, Alfons, Mangino, Massimo, Northover, Carrie, Pedersen, Nancy, Posthuma, Danielle, Pozo-Rosich, Patricia, Pressman, Alice, Sintas, Celia, Strachan, David, Vila-Pueyo, Marta, Wrenthal, William, Zhao, Huiying, other, and, Gormley, Padhraig, Anttila, Verneri, Winsvold, Bendik S., Palta, Priit, Esko, Tonu, Pers, Tune H., Farh, Kai How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A., Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Terwindt, Gisela M., Kallela, Mikko, Freilinger, Tobias M., Ran, Caroline, Gordon, Scott G., Stam, Anine H., Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H.H., Lehtimäki, Terho, Sarin, Antti Pekka, Wedenoja, Juho, Hinds, David A., Buring, Julie E., Schürks, Markus, Ridker, Paul M., Hrafnsdottir, Maria Gudlaug, Stefansson, Hreinn, Ring, Susan M., Hottenga, Jouke Jan, Penninx, Brenda W.J.H., Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C., Madden, Pamela A.F., Martin, Nicholas G., Montgomery, Grant W., Kurki, Mitja, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hamalainen, Eija, Huang, Hailiang, Byrnes, Andrea E., Franke, Lude, Huang, Jie, Stergiakouli, Evie, Lee, Phil H., Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Eriksson, Johan G., Salomaa, Veikko, Heikkilä, Kauko, Loehrer, Elizabeth, Uitterlinden, Andre G., Hofman, Albert, van Duijn, Cornelia, Cherkas, Lynn, Pedersen, Linda M., Stubhaug, Audun, Nielsen, Christopher S., Männikkö, Minna, Mihailov, Evelin, Milani, Lili, Göbel, Hartmut, Esserlind, Ann Louise, Christensen, Anne Francke, Hansen, Thomas Folkmann, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J., Raitakari, Olli, Ikram, M. Arfan, Spector, Tim, Järvelin, Marjo Riitta, Metspalu, Andres, Kubisch, Christian, Strachan, David P., Ferrari, Michel, Belin, Andrea Carmine, Dichgans, Martin, Wessman, Maija, van den Maagdenberg, Arn M.J.M., Zwart, John Anker, Boomsma, Dorret I., Smith, George Davey, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J., Neale, Benjamin M., Olesen, Jes, Chasman, Daniel I., Nyholt, Dale R., Palotie, Aarno, Børte, Sigrid, Cormand, Bru, Eising, Else, Frants, Rune R., Griffiths, Lyn, Hiekkala, Marjo, Kajanne, Risto, Launer, Lenore, Lehtimaki, Terho, Lessel, Davor, Litterman, Nadia, Macaya, Alfons, Mangino, Massimo, Northover, Carrie, Pedersen, Nancy, Posthuma, Danielle, Pozo-Rosich, Patricia, Pressman, Alice, Sintas, Celia, Strachan, David, Vila-Pueyo, Marta, Wrenthal, William, Zhao, Huiying, and other, and

Abstract

Migraine is a debilitating neurological disorder affecting around one in seven people worldwide, but its molecular mechanisms remain poorly understood. There is some debate about whether migraine is a disease of vascular dysfunction or a result of neuronal dysfunction with secondary vascular changes. Genome-wide association (GWA) studies have thus far identified 13 independent loci associated with migraine. To identify new susceptibility loci, we carried out a genetic study of migraine on 59,674 affected subjects and 316,078 controls from 22 GWA studies. We identified 44 independent single-nucleotide polymorphisms (SNPs) significantly associated with migraine risk (P < 5 × 10-8) that mapped to 38 distinct genomic loci, including 28 loci not previously reported and a locus that to our knowledge is the first to be identified on chromosome X. In subsequent computational analyses, the identified loci showed enrichment for genes expressed in vascular and smooth muscle tissues, consistent with a predominant theory of migraine that highlights vascular etiologies.

Published
2016

13. Retinal vasculopathy with cerebral leukoencephalopathy and systemic manifestations

Author

Stam, Anine H, Kothari, Parul H, Shaikh, Aisha, Gschwendter, Andreas, Jen, Joanna C, Hodgkinson, Suzanne, Hardy, Todd A, Hayes, Michael, Kempster, Peter A, Kotschet, Katya E, Bajema, Ingeborg M, van Duinen, Sjoerd G, Maat-Schieman, Marion L C, de Jong, Paulus T V M, de Smet, Marc D, de Wolff-Rouendaal, Didi, Dijkman, Greet, Pelzer, Nadine, Kolar, Grant R, Schmidt, Robert E, Lacey, JoAnne, Joseph, Daniel, Fintak, David R, Grand, M Gilbert, Brunt, Elizabeth M, Liapis, Helen, Hajj-Ali, Rula A, Kruit, Mark C, van Buchem, Mark A, Dichgans, Martin, Frants, Rune R, van den Maagdenberg, Arn M J M, Haan, Joost, Baloh, Robert W, Atkinson, John P, Terwindt, Gisela M, Ferrari, Michel D, Stam, Anine H, Kothari, Parul H, Shaikh, Aisha, Gschwendter, Andreas, Jen, Joanna C, Hodgkinson, Suzanne, Hardy, Todd A, Hayes, Michael, Kempster, Peter A, Kotschet, Katya E, Bajema, Ingeborg M, van Duinen, Sjoerd G, Maat-Schieman, Marion L C, de Jong, Paulus T V M, de Smet, Marc D, de Wolff-Rouendaal, Didi, Dijkman, Greet, Pelzer, Nadine, Kolar, Grant R, Schmidt, Robert E, Lacey, JoAnne, Joseph, Daniel, Fintak, David R, Grand, M Gilbert, Brunt, Elizabeth M, Liapis, Helen, Hajj-Ali, Rula A, Kruit, Mark C, van Buchem, Mark A, Dichgans, Martin, Frants, Rune R, van den Maagdenberg, Arn M J M, Haan, Joost, Baloh, Robert W, Atkinson, John P, Terwindt, Gisela M, and Ferrari, Michel D

Abstract

Cerebroretinal vasculopathy, hereditary vascular retinopathy, and hereditary endotheliopathy, retinopathy, nephropathy and stroke are neurovascular syndromes initially described as distinct entities. Recently they were shown to be one disease caused by C-terminal frame-shift mutations in TREX1, which was termed 'retinal vasculopathy with cerebral leukodystrophy'. Here we defined the genetic and clinicopathologic spectrum of this clinically and pathophysiologically poorly characterized and frequently misdiagnosed fatal neurovascular disorder. We identified five different TREX1 mutations in 78 members from 11 unrelated families and by using a standardized study protocol we retrospectively reviewed and aggregated the associated clinical, neuroimaging, and pathology data. Findings were similar across mutations and families. Sixty-four mutation carriers had vascular retinopathy. Neuroimaging revealed (i) punctate, hyperintense, white matter lesions with or without nodular enhancement in 97% of them; (ii) rim-enhancing mass lesions in 84%; and (iii) calcifications in the white matter in 52%. Ninety per cent had clinical manifestations of brain disease, including focal neurological deficits (68%), migraine (59%), cognitive impairment (56%), psychiatric disturbances (42%), and seizures (17%). One mutation carrier had enhancing brain lesions and neurological features but unknown retinopathy status. Additional systemic features included liver disease (78%), anaemia (74%), nephropathy (61%), hypertension (60%), mild Raynaud's phenomenon (40%), and gastro-intestinal bleeding (27%). Mean (± standard deviation) age at diagnosis was 42.9 ± 8.3 years and at death 53.1 ± 9.6 years. Pathological examination revealed systemic vasculopathy with luminal narrowing and multi-laminated basement membranes. The 13 mutation carriers without retinopathy or brain lesions were on average 8 years younger (mean age: 35.1 ± 10.6 years). Of them, 54% had mild Raynaud's phenomenon, 42% had migrain

Published
2016

14. Retinal vasculopathy with cerebral leukoencephalopathy and systemic manifestations

Author

Stam, Anine H., primary, Kothari, Parul H., additional, Shaikh, Aisha, additional, Gschwendter, Andreas, additional, Jen, Joanna C., additional, Hodgkinson, Suzanne, additional, Hardy, Todd A., additional, Hayes, Michael, additional, Kempster, Peter A., additional, Kotschet, Katya E., additional, Bajema, Ingeborg M., additional, van Duinen, Sjoerd G., additional, Maat-Schieman, Marion L. C., additional, de Jong, Paulus T. V. M., additional, de Smet, Marc D., additional, de Wolff-Rouendaal, Didi, additional, Dijkman, Greet, additional, Pelzer, Nadine, additional, Kolar, Grant R., additional, Schmidt, Robert E., additional, Lacey, JoAnne, additional, Joseph, Daniel, additional, Fintak, David R., additional, Grand, M. Gilbert, additional, Brunt, Elizabeth M., additional, Liapis, Helen, additional, Hajj-Ali, Rula A., additional, Kruit, Mark C., additional, van Buchem, Mark A., additional, Dichgans, Martin, additional, Frants, Rune R., additional, van den Maagdenberg, Arn M. J. M., additional, Haan, Joost, additional, Baloh, Robert W., additional, Atkinson, John P., additional, Terwindt, Gisela M., additional, and Ferrari, Michel D., additional

Published
2016
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15. Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraine

Author

Gormley, Padhraig, primary, Anttila, Verneri, additional, Winsvold, Bendik S, additional, Palta, Priit, additional, Esko, Tonu, additional, Pers, Tune H, additional, Farh, Kai-How, additional, Cuenca-Leon, Ester, additional, Muona, Mikko, additional, Furlotte, Nicholas A, additional, Kurth, Tobias, additional, Ingason, Andres, additional, McMahon, George, additional, Ligthart, Lannie, additional, Terwindt, Gisela M, additional, Kallela, Mikko, additional, Freilinger, Tobias M, additional, Ran, Caroline, additional, Gordon, Scott G, additional, Stam, Anine H, additional, Steinberg, Stacy, additional, Borck, Guntram, additional, Koiranen, Markku, additional, Quaye, Lydia, additional, Adams, Hieab HH, additional, Lehtimaki, Terho, additional, Sarin, Antti-Pekka, additional, Wedenoja, Juho, additional, Hinds, David A, additional, Buring, Julie E, additional, Schurks, Markus, additional, Ridker, Paul M, additional, Hrafnsdottir, Maria Gudlaug, additional, Stefansson, Hreinn, additional, Ring, Susan M, additional, Hottenga, Jouke-Jan, additional, Penninx, Brenda WJH, additional, Farkkila, Markus, additional, Artto, Ville, additional, Kaunisto, Mari, additional, Vepsalainen, Salli, additional, Malik, Rainer, additional, Heath, Andrew C, additional, Madden, Pamela AF, additional, Martin, Nicholas G, additional, Montgomery, Grant W, additional, Hamalainen, Eija, additional, Huang, Hailiang, additional, Byrnes, Andrea E, additional, Franke, Lude, additional, Huang, Jie, additional, Stergiakouli, Evie, additional, Lee, Phil H, additional, Sandor, Cynthia, additional, Webber, Caleb, additional, Cader, Zameel, additional, Muller-Myhsok, Bertram, additional, Schreiber, Stefan, additional, Meitinger, Thomas, additional, Eriksson, Johan G, additional, Salomaa, Veikko, additional, Heikkila, Kauko, additional, Loehrer, Elizabeth, additional, Uitterlinden, Andre G, additional, Hofman, Albert, additional, van Duijn, Cornelia M, additional, Cherkas, Lynn, additional, Pedersen, Linda M, additional, Stubhaug, Audun, additional, Nielsen, Christopher S, additional, Mannikko, Minna, additional, Mihailov, Evelin, additional, Milani, Lili, additional, Gobel, Hartmut, additional, Esserlind, Ann-Louise, additional, Christensen, Anne Francke, additional, Hansen, Thomas Folkmann, additional, Werge, Thomas, additional, Kaprio, Jaakko, additional, Aromaa, Arpo J, additional, Raitakari, Olli, additional, Ikram, M Arfan, additional, Spector, Tim, additional, Jarvelin, Marjo-Riitta, additional, Metspalu, Andres, additional, Kubisch, Christian, additional, Strachan, David P, additional, Ferrari, Michel D, additional, Belin, Andrea C, additional, Dichgans, Martin, additional, Wessman, Maija, additional, van den Maagdenberg, Arn MJM, additional, Zwart, John-Anker, additional, Boomsma, Dorret I, additional, Smith, George Davey, additional, Stefansson, Kari, additional, Eriksson, Nicholas, additional, Daly, Mark J, additional, Neale, Benjamin M, additional, Olesen, Jes, additional, Chasman, Daniel I, additional, Nyholt, Dale R, additional, and Palotie, Aarno, additional

Published
2015
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16. Genome wide association study identifies variants in NBEA associated with migraine in bipolar disorder

Author

Jacobsen, Kaya K., primary, Nievergelt, Caroline M., additional, Zayats, Tetyana, additional, Greenwood, Tiffany A., additional, Anttila, Verneri, additional, Akiskal, Hagop S., additional, Haavik, Jan, additional, Bernt Fasmer, Ole, additional, Kelsoe, John R., additional, Johansson, Stefan, additional, Oedegaard, Ketil J., additional, McKinney, Rebecca, additional, Shilling, Paul D., additional, Smith, Erin N., additional, Schork, Nicholas J., additional, Bloss, Cinnamon S., additional, Nurnberger, John I., additional, Edenberg, Howard J., additional, Foroud, Tatiana, additional, Koller, Daniel L., additional, Gershon, Elliot S., additional, Badner, Judith A., additional, Liu, Chunyu, additional, Scheftner, William A., additional, Lawson, William B., additional, Nwulia, Evaristus A., additional, Hipolito, Maria, additional, Potash, James, additional, Coryell, William, additional, Rice, John, additional, Byerley, William, additional, McMahon, Francis J., additional, Berrettini, Wade H., additional, Zandi, Peter P., additional, Mahon, Pamela B., additional, McInnis, Melvin G., additional, Zöllner, Sebastian, additional, Zhang, Peng, additional, Craig, David W., additional, Szelinger, Szabolics, additional, Barrett, Thomas B., additional, Schulze, Thomas G., additional, Wedenoja, Juho, additional, Kaunisto, Mari A., additional, Heikkilä, Kauko, additional, Kaprio, Jaakko, additional, Wessman, Maija, additional, Kallela, Mikko, additional, Färkkilä, Markus, additional, Artto, Ville, additional, Aromaa, Arpo, additional, Eriksson, Johan G., additional, Winsvold, Bendik S., additional, Zwart, John-Anker, additional, Gormley, Padhraig, additional, Palotie, Aarno, additional, Kurth, Tobias, additional, Rose, Lynda M., additional, Buring, Julie E., additional, Ridker, Paul M., additional, Chasman, Daniel I., additional, Bettella, Francesco, additional, Steinberg, Stacy, additional, Stefansson, Hreinn, additional, Stefansson, Kari, additional, McMahon, George, additional, Davey-Smith, George, additional, Malik, Rainer, additional, Freilinger, Tobias, additional, Erich Wichmann, Heinz, additional, Dichgans, Martin, additional, Muller-Myhsok, Bertram, additional, Meitinger, Thomas, additional, de Vries, Boukje, additional, Terwindt, Gisela, additional, Stam, Anine H., additional, Frants, Rune R., additional, Pelzer, Nadine, additional, Weller, Claudia M., additional, Zielman, Ronald, additional, Ferrari, Michel D., additional, van den Maagdenberg, Arn M.J.M., additional, Medland, Sarah E., additional, Montgomery, Grant W., additional, Martin, Nicholas G., additional, Nyholt, Dale R., additional, Todt, Unda, additional, Borck, Guntram, additional, Kubisch, Christian, additional, Quaye, Lydia, additional, Williams, Frances M.K., additional, Cherkas, Lynn, additional, Koiranen, Markku, additional, Hartikainen, Anna-Liisa, additional, Pouta, Anneli, additional, Jarvelin, Marjo-Riitta, additional, Arfan Ikram, M., additional, van den Ende, Joyce, additional, Uitterlinden, Andre G., additional, Hofman, Albert, additional, Amin, Najaf, additional, van Duijn, Cornelia, additional, Lehtimäki, Terho, additional, Ligthart, Lannie, additional, Hottenga, Jouke-Jan, additional, Vink, Jacqueline M., additional, Penninx, Brenda W., additional, Boomsma, Dorret I., additional, Schürks, Markus, additional, Jakobsson, Finnbogi, additional, Schoenen, Jean, additional, Heath, Andrew C., additional, Madden, Pamela A.F., additional, Göbel, Hartmut, additional, Heinze, Axel, additional, Heinze-Kuhn, Katja, additional, Schreiber, Stefan, additional, Daly, Mark J., additional, Alexander, Michael, additional, Raitakari, Olli, additional, and Strachan, David P., additional

Published
2015
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17. Corrigendum: Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraine

Author

Gormley, Padhraig, Anttila, Verneri, Winsvold, Bendik S, Palta, Priit, Esko, Tonu, Pers, Tune H, Farh, Kai-How, Cuenca-Leon, Ester, Muona, Mikko, Furlotte, Nicholas A, Kurth, Tobias, Ingason, Andres, McMahon, George, Ligthart, Lannie, Terwindt, Gisela M, Kallela, Mikko, Freilinger, Tobias M, Ran, Caroline, Gordon, Scott G, Stam, Anine H, Steinberg, Stacy, Borck, Guntram, Koiranen, Markku, Quaye, Lydia, Adams, Hieab H H, Lehtimäki, Terho, Sarin, Antti-Pekka, Wedenoja, Juho, Hinds, David A, Buring, Julie E, Schürks, Markus, Ridker, Paul M, Hrafnsdottir, Maria Gudlaug, Stefansson, Hreinn, Ring, Susan M, Hottenga, Jouke-Jan, Penninx, Brenda W J H, Färkkilä, Markus, Artto, Ville, Kaunisto, Mari, Vepsäläinen, Salli, Malik, Rainer, Heath, Andrew C, Madden, Pamela A F, Martin, Nicholas G, Montgomery, Grant W, Kurki, Mitja I, Kals, Mart, Mägi, Reedik, Pärn, Kalle, Hämäläinen, Eija, Huang, Hailiang, Byrnes, Andrea E, Franke, Lude, Huang, Jie, Stergiakouli, Evie, Lee, Phil H, Sandor, Cynthia, Webber, Caleb, Cader, Zameel, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Eriksson, Johan G, Salomaa, Veikko, Heikkilä, Kauko, Loehrer, Elizabeth, Uitterlinden, Andre G, Hofman, Albert, van Duijn, Cornelia M, Cherkas, Lynn, Pedersen, Linda M, Stubhaug, Audun, Nielsen, Christopher S, Männikkö, Minna, Mihailov, Evelin, Milani, Lili, Göbel, Hartmut, Esserlind, Ann-Louise, Christensen, Anne Francke, Hansen, Thomas Folkmann, Werge, Thomas, Kaprio, Jaakko, Aromaa, Arpo J, Raitakari, Olli, Ikram, M Arfan, Spector, Tim, Järvelin, Marjo-Riitta, Metspalu, Andres, Kubisch, Christian, Strachan, David P, Ferrari, Michel D, Belin, Andrea C, Dichgans, Martin, Wessman, Maija, van den Maagdenberg, Arn M J M, Zwart, John-Anker, Boomsma, Dorret I, Smith, George Davey, Stefansson, Kari, Eriksson, Nicholas, Daly, Mark J, Neale, Benjamin M, Olesen, Jes, Chasman, Daniel I, Nyholt, Dale R, and Palotie, Aarno

Published
2016
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18. Gene-based pleiotropy across migraine with aura and migraine without aura patient groups.

Author

Zhao, Huiying, Eising, Else, de Vries, Boukje, Vijfhuizen, Lisanne S., Anttila, Verneri, Winsvold, Bendik S., Kurth, Tobias, Stefansson, Hreinn, Kallela, Mikko, Malik, Rainer, Stam, Anine H., Ikram, M. Arfan, Ligthart, Lannie, Freilinger, Tobias, Alexander, Michael, Müller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Aromas, Arpo, and Eriksson, Johan G.

Subjects
*MIGRAINE, *GENETIC pleiotropy, *CHROMOSOME analysis, *SINGLE nucleotide polymorphisms, *NEUROPEPTIDES, *INFLAMMATION, *MIGRAINE aura, *GENETICS, *CELL receptors, *DISEASE susceptibility, *SEQUENCE analysis
Abstract

Introduction: It is unclear whether patients diagnosed according to International Classification of Headache Disorders criteria for migraine with aura (MA) and migraine without aura (MO) experience distinct disorders or whether their migraine subtypes are genetically related.Aim: Using a novel gene-based (statistical) approach, we aimed to identify individual genes and pathways associated both with MA and MO.Methods: Gene-based tests were performed using genome-wide association summary statistic results from the most recent International Headache Genetics Consortium study comparing 4505 MA cases with 34,813 controls and 4038 MO cases with 40,294 controls. After accounting for non-independence of gene-based test results, we examined the significance of the proportion of shared genes associated with MA and MO.Results: We found a significant overlap in genes associated with MA and MO. Of the total 1514 genes with a nominally significant gene-based p value (pgene-based ≤ 0.05) in the MA subgroup, 107 also produced pgene-based ≤ 0.05 in the MO subgroup. The proportion of overlapping genes is almost double the empirically derived null expectation, producing significant evidence of gene-based overlap (pleiotropy) (pbinomial-test = 1.5 × 10(-4)). Combining results across MA and MO, six genes produced genome-wide significant gene-based p values. Four of these genes (TRPM8, UFL1, FHL5 and LRP1) were located in close proximity to previously reported genome-wide significant SNPs for migraine, while two genes, TARBP2 and NPFF separated by just 259 bp on chromosome 12q13.13, represent a novel risk locus. The genes overlapping in both migraine types were enriched for functions related to inflammation, the cardiovascular system and connective tissue.Conclusions: Our results provide novel insight into the likely genes and biological mechanisms that underlie both MA and MO, and when combined with previous data, highlight the neuropeptide FF-amide peptide encoding gene (NPFF) as a novel candidate risk gene for both types of migraine. [ABSTRACT FROM AUTHOR]

Published
2016
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19. Concordance of genetic risk across migraine subgroups: Impact on current and future genetic association studies.

Author

Nyholt, Dale R, Anttila, Verneri, Winsvold, Bendik S, Kurth, Tobias, Stefansson, Hreinn, Kallela, Mikko, Malik, Rainer, Vries, Boukje de, Terwindt, Gisela M, Ikram, M Arfan, Stam, Anine H, Ligthart, Lannie, Freilinger, Tobias, Alexander, Michael, Muller-Myhsok, Bertram, Schreiber, Stefan, Meitinger, Thomas, Aromaa, Arpo, Eriksson, Johan G, and Kaprio, Jaakko

Subjects
*MIGRAINE, *GENOMICS, *GENETIC research, *HETEROGENEITY, *HEADACHE
Abstract

Background: There has been intensive debate whether migraine with aura (MA) and migraine without aura (MO) shouldbe considered distinct subtypes or part of the same disease spectrum. There is also discussion to what extent migrainecases collected in specialised headache clinics differ from cases from population cohorts, and how female cases differfrom male cases with respect to their migraine. To assess the genetic overlap between these migraine subgroups, weexamined genome-wide association (GWA) results from analysis of 23,285 migraine cases and 95,425 populationmatchedcontrols.Methods: Detailed heterogeneity analysis of single-nucleotide polymorphism (SNP) effects (odds ratios) between migrainesubgroups was performed for the 12 independent SNP loci significantly associated (p<5x10-8; thus surpassing thethreshold for genome-wide significance) with migraine susceptibility. Overall genetic overlap was assessed using SNPeffect concordance analysis (SECA) at over 23,000 independent SNPs.Results: Significant heterogeneity of SNP effects (phet<1.4x10-3) was observed between the MA and MO subgroups(for SNP rs9349379), and between the clinic- and population-based subgroups (for SNPs rs10915437, rs6790925 andrs6478241). However, for all 12 SNPs the risk-increasing allele was the same, and SECA found the majority of genomewideSNP effects to be in the same direction across the subgroups.Conclusions: Any differences in common genetic risk across these subgroups are outweighed by the similarities. Metaanalysisof additional migraine GWA datasets, regardless of their major subgroup composition, will identify new susceptibilityloci for migraine. [ABSTRACT FROM AUTHOR]

Published
2015
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20. Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraine.

Author

Gormley P, Anttila V, Winsvold BS, Palta P, Esko T, Pers TH, Farh KH, Cuenca-Leon E, Muona M, Furlotte NA, Kurth T, Ingason A, McMahon G, Ligthart L, Terwindt GM, Kallela M, Freilinger TM, Ran C, Gordon SG, Stam AH, Steinberg S, Borck G, Koiranen M, Quaye L, Adams HH, Lehtimäki T, Sarin AP, Wedenoja J, Hinds DA, Buring JE, Schürks M, Ridker PM, Hrafnsdottir MG, Stefansson H, Ring SM, Hottenga JJ, Penninx BW, Färkkilä M, Artto V, Kaunisto M, Vepsäläinen S, Malik R, Heath AC, Madden PA, Martin NG, Montgomery GW, Kurki MI, Kals M, Mägi R, Pärn K, Hämäläinen E, Huang H, Byrnes AE, Franke L, Huang J, Stergiakouli E, Lee PH, Sandor C, Webber C, Cader Z, Muller-Myhsok B, Schreiber S, Meitinger T, Eriksson JG, Salomaa V, Heikkilä K, Loehrer E, Uitterlinden AG, Hofman A, van Duijn CM, Cherkas L, Pedersen LM, Stubhaug A, Nielsen CS, Männikkö M, Mihailov E, Milani L, Göbel H, Esserlind AL, Christensen AF, Hansen TF, Werge T, Kaprio J, Aromaa AJ, Raitakari O, Ikram MA, Spector T, Järvelin MR, Metspalu A, Kubisch C, Strachan DP, Ferrari MD, Belin AC, Dichgans M, Wessman M, van den Maagdenberg AM, Zwart JA, Boomsma DI, Smith GD, Stefansson K, Eriksson N, Daly MJ, Neale BM, Olesen J, Chasman DI, Nyholt DR, and Palotie A

Subjects
Case-Control Studies, Genome-Wide Association Study, Genomics, Humans, Muscle, Smooth metabolism, Vascular Diseases genetics, Genetic Loci genetics, Genetic Markers genetics, Genetic Predisposition to Disease, Migraine Disorders genetics, Polymorphism, Single Nucleotide genetics
Abstract

Migraine is a debilitating neurological disorder affecting around one in seven people worldwide, but its molecular mechanisms remain poorly understood. There is some debate about whether migraine is a disease of vascular dysfunction or a result of neuronal dysfunction with secondary vascular changes. Genome-wide association (GWA) studies have thus far identified 13 independent loci associated with migraine. To identify new susceptibility loci, we carried out a genetic study of migraine on 59,674 affected subjects and 316,078 controls from 22 GWA studies. We identified 44 independent single-nucleotide polymorphisms (SNPs) significantly associated with migraine risk (P < 5 × 10(-8)) that mapped to 38 distinct genomic loci, including 28 loci not previously reported and a locus that to our knowledge is the first to be identified on chromosome X. In subsequent computational analyses, the identified loci showed enrichment for genes expressed in vascular and smooth muscle tissues, consistent with a predominant theory of migraine that highlights vascular etiologies.

Published
2016
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