Combining machine learning and conventional statistical approaches for risk factor discovery in a large cohort study

par Iqbal Madakkatel, Ang Zhou, Mark D. McDonnell, Elina Hyppönen
Publié 2021

Genotype–covariate correlation and interaction disentangled by a whole-genome multivariate reaction norm model

par Guiyan Ni, Julius van der Werf, Xuan Zhou, Elina Hyppönen, Naomi R. Wray, S. Hong Lee
Publié 2019

Habitual coffee consumption and cognitive function: a Mendelian randomization meta-analysis in up to 415,530 participants

par Ang Zhou, Amy E. Taylor, Ville Karhunen, Yiqiang Zhan, Suvi P. Rovio, Jari Lahti, Per Sjögren, Liisa Byberg, Donald M. Lyall, Juha Auvinen, Terho Lehtimäki, Mika Kähönen, Nina Hutri-Kähönen, Mia Maria Perälä, Karl Michaëlsson, Anubha Mahajan, Lars Lind, Chris Power, Johan G. Eriksson, Olli T. Raitakari, Sara Hägg, Nancy L. Pedersen, Juha Veijola, Marjo-Riitta Järvelin, Marcus R. Munafò, Erik Ingelsson, David J. Llewellyn, Elina Hyppönen
Publié 2018

Investigating the causal effect of smoking on hay fever and asthma: a Mendelian randomization meta-analysis in the CARTA consortium

par Tea Skaaby, Amy E. Taylor, Rikke K. Jacobsen, Lavinia Paternoster, Betina H. Thuesen, Tarunveer S. Ahluwalia, Sofus C. Larsen, Ang Zhou, Andrew Wong, Maiken E. Gabrielsen, Johan H. Bjørngaard, Claudia Flexeder, Satu Männistö, Rebecca Hardy, Diana Kuh, Sarah J. Barry, Line Tang Møllehave, Charlotte Cerqueira, Nele Friedrich, Tobias N. Bonten, Raymond Noordam, Dennis O. Mook-Kanamori, Christian Taube, Leon E. Jessen, Alex McConnachie, Naveed Sattar, Mark N. Upton, Charles McSharry, Klaus Bønnelykke, Hans Bisgaard, Holger Schulz, Konstantin Strauch, Thomas Meitinger, Annette Peters, Harald Grallert, Ellen A. Nohr, Mika Kivimaki, Meena Kumari, Uwe Völker, Matthias Nauck, Henry Völzke, Chris Power, Elina Hyppönen, Torben Hansen, Torben Jørgensen, Oluf Pedersen, Veikko Salomaa, Niels Grarup, Arnulf Langhammer, Pål R. Romundstad, Frank Skorpen, Jaakko Kaprio, Marcus R Munafò, Allan Linneberg
Publié 2017

Causal relationship between obesity and vitamin D status: bi-directional Mendelian randomization analysis of multiple cohorts.

par Karani S Vimaleswaran, Diane J Berry, Chen Lu, Emmi Tikkanen, Stefan Pilz, Linda T Hiraki, Jason D Cooper, Zari Dastani, Rui Li, Denise K Houston, Andrew R Wood, Karl Michaëlsson, Liesbeth Vandenput, Lina Zgaga, Laura M Yerges-Armstrong, Mark I McCarthy, Josée Dupuis, Marika Kaakinen, Marcus E Kleber, Karen Jameson, Nigel Arden, Olli Raitakari, Jorma Viikari, Kurt K Lohman, Luigi Ferrucci, Håkan Melhus, Erik Ingelsson, Liisa Byberg, Lars Lind, Mattias Lorentzon, Veikko Salomaa, Harry Campbell, Malcolm Dunlop, Braxton D Mitchell, Karl-Heinz Herzig, Anneli Pouta, Anna-Liisa Hartikainen, Genetic Investigation of Anthropometric Traits-GIANT Consortium, Elizabeth A Streeten, Evropi Theodoratou, Antti Jula, Nicholas J Wareham, Claes Ohlsson, Timothy M Frayling, Stephen B Kritchevsky, Timothy D Spector, J Brent Richards, Terho Lehtimäki, Willem H Ouwehand, Peter Kraft, Cyrus Cooper, Winfried März, Chris Power, Ruth J F Loos, Thomas J Wang, Marjo-Riitta Järvelin, John C Whittaker, Aroon D Hingorani, Elina Hyppönen
Publié 2013

Variants in the fetal genome near pro-inflammatory cytokine genes on 2q13 associate with gestational duration

par Xueping Liu, Dorte Helenius, Line Skotte, Robin N. Beaumont, Matthias Wielscher, Frank Geller, Julius Juodakis, Anubha Mahajan, Jonathan P. Bradfield, Frederick T. J. Lin, Suzanne Vogelezang, Mariona Bustamante, Tarunveer S. Ahluwalia, Niina Pitkänen, Carol A. Wang, Jonas Bacelis, Maria C. Borges, Ge Zhang, Bruce A. Bedell, Robert M. Rossi, Kristin Skogstrand, Shouneng Peng, Wesley K. Thompson, Vivek Appadurai, Debbie A. Lawlor, Ilkka Kalliala, Christine Power, Mark I. McCarthy, Heather A. Boyd, Mary L. Marazita, Hakon Hakonarson, M. Geoffrey Hayes, Denise M. Scholtens, Fernando Rivadeneira, Vincent W. V. Jaddoe, Rebecca K. Vinding, Hans Bisgaard, Bridget A. Knight, Katja Pahkala, Olli Raitakari, Øyvind Helgeland, Stefan Johansson, Pål R. Njølstad, João Fadista, Andrew J. Schork, Ron Nudel, Daniel E. Miller, Xiaoting Chen, Matthew T. Weirauch, Preben Bo Mortensen, Anders D. Børglum, Merete Nordentoft, Ole Mors, Ke Hao, Kelli K. Ryckman, David M. Hougaard, Leah C. Kottyan, Craig E. Pennell, Leo-Pekka Lyytikainen, Klaus Bønnelykke, Martine Vrijheid, Janine F. Felix, William L. Lowe, Struan F. A. Grant, Elina Hyppönen, Bo Jacobsson, Marjo-Riitta Jarvelin, Louis J. Muglia, Jeffrey C. Murray, Rachel M. Freathy, Thomas M. Werge, Mads Melbye, Alfonso Buil, Bjarke Feenstra
Publié 2019

Genome-wide association study in 79,366 European-ancestry individuals informs the genetic architecture of 25-hydroxyvitamin D levels

par Xia Jiang, Paul F. O’Reilly, Hugues Aschard, Yi-Hsiang Hsu, J. Brent Richards, Josée Dupuis, Erik Ingelsson, David Karasik, Stefan Pilz, Diane Berry, Bryan Kestenbaum, Jusheng Zheng, Jianan Luan, Eleni Sofianopoulou, Elizabeth A. Streeten, Demetrius Albanes, Pamela L. Lutsey, Lu Yao, Weihong Tang, Michael J. Econs, Henri Wallaschofski, Henry Völzke, Ang Zhou, Chris Power, Mark I. McCarthy, Erin D. Michos, Eric Boerwinkle, Stephanie J. Weinstein, Neal D. Freedman, Wen-Yi Huang, Natasja M. Van Schoor, Nathalie van der Velde, Lisette C. P. G. M. de Groot, Anke Enneman, L. Adrienne Cupples, Sarah L. Booth, Ramachandran S. Vasan, Ching-Ti Liu, Yanhua Zhou, Samuli Ripatti, Claes Ohlsson, Liesbeth Vandenput, Mattias Lorentzon, Johan G. Eriksson, M. Kyla Shea, Denise K. Houston, Stephen B. Kritchevsky, Yongmei Liu, Kurt K. Lohman, Luigi Ferrucci, Munro Peacock, Christian Gieger, Marian Beekman, Eline Slagboom, Joris Deelen, Diana van Heemst, Marcus E. Kleber, Winfried März, Ian H. de Boer, Alexis C. Wood, Jerome I. Rotter, Stephen S. Rich, Cassianne Robinson-Cohen, Martin den Heijer, Marjo-Riitta Jarvelin, Alana Cavadino, Peter K. Joshi, James F. Wilson, Caroline Hayward, Lars Lind, Karl Michaëlsson, Stella Trompet, M. Carola Zillikens, Andre G. Uitterlinden, Fernando Rivadeneira, Linda Broer, Lina Zgaga, Harry Campbell, Evropi Theodoratou, Susan M. Farrington, Maria Timofeeva, Malcolm G. Dunlop, Ana M. Valdes, Emmi Tikkanen, Terho Lehtimäki, Leo-Pekka Lyytikäinen, Mika Kähönen, Olli T. Raitakari, Vera Mikkilä, M. Arfan Ikram, Naveed Sattar, J. Wouter Jukema, Nicholas J. Wareham, Claudia Langenberg, Nita G. Forouhi, Thomas E. Gundersen, Kay-Tee Khaw, Adam S. Butterworth, John Danesh, Timothy Spector, Thomas J. Wang, Elina Hyppönen, Peter Kraft, Douglas P. Kiel
Publié 2018

Physical activity attenuates the influence of FTO variants on obesity risk: a meta-analysis of 218,166 adults and 19,268 children.

par Tuomas O Kilpeläinen, Lu Qi, Soren Brage, Stephen J Sharp, Emily Sonestedt, Ellen Demerath, Tariq Ahmad, Samia Mora, Marika Kaakinen, Camilla Helene Sandholt, Christina Holzapfel, Christine S Autenrieth, Elina Hyppönen, Stéphane Cauchi, Meian He, Zoltan Kutalik, Meena Kumari, Alena Stančáková, Karina Meidtner, Beverley Balkau, Jonathan T Tan, Massimo Mangino, Nicholas J Timpson, Yiqing Song, M Carola Zillikens, Kathleen A Jablonski, Melissa E Garcia, Stefan Johansson, Jennifer L Bragg-Gresham, Ying Wu, Jana V van Vliet-Ostaptchouk, N Charlotte Onland-Moret, Esther Zimmermann, Natalia V Rivera, Toshiko Tanaka, Heather M Stringham, Günther Silbernagel, Stavroula Kanoni, Mary F Feitosa, Soren Snitker, Jonatan R Ruiz, Jeffery Metter, Maria Teresa Martinez Larrad, Mustafa Atalay, Maarit Hakanen, Najaf Amin, Christine Cavalcanti-Proença, Anders Grøntved, Göran Hallmans, John-Olov Jansson, Johanna Kuusisto, Mika Kähönen, Pamela L Lutsey, John J Nolan, Luigi Palla, Oluf Pedersen, Louis Pérusse, Frida Renström, Robert A Scott, Dmitry Shungin, Ulla Sovio, Tuija H Tammelin, Tapani Rönnemaa, Timo A Lakka, Matti Uusitupa, Manuel Serrano Rios, Luigi Ferrucci, Claude Bouchard, Aline Meirhaeghe, Mao Fu, Mark Walker, Ingrid B Borecki, George V Dedoussis, Andreas Fritsche, Claes Ohlsson, Michael Boehnke, Stefania Bandinelli, Cornelia M van Duijn, Shah Ebrahim, Debbie A Lawlor, Vilmundur Gudnason, Tamara B Harris, Thorkild I A Sørensen, Karen L Mohlke, Albert Hofman, André G Uitterlinden, Jaakko Tuomilehto, Terho Lehtimäki, Olli Raitakari, Bo Isomaa, Pål R Njølstad, Jose C Florez, Simin Liu, Andy Ness, Timothy D Spector, E Shyong Tai, Philippe Froguel, Heiner Boeing, Markku Laakso, Michael Marmot, Sven Bergmann, Chris Power, Kay-Tee Khaw, Daniel Chasman, Paul Ridker, Torben Hansen, Keri L Monda, Thomas Illig, Marjo-Riitta Järvelin, Nicholas J Wareham, Frank B Hu, Leif C Groop, Marju Orho-Melander, Ulf Ekelund, Paul W Franks, Ruth J F Loos
Publié 2011

The role of adiposity in cardiometabolic traits: a Mendelian randomization analysis.

par Tove Fall, Sara Hägg, Reedik Mägi, Alexander Ploner, Krista Fischer, Momoko Horikoshi, Antti-Pekka Sarin, Gudmar Thorleifsson, Claes Ladenvall, Mart Kals, Maris Kuningas, Harmen H M Draisma, Janina S Ried, Natalie R van Zuydam, Ville Huikari, Massimo Mangino, Emily Sonestedt, Beben Benyamin, Christopher P Nelson, Natalia V Rivera, Kati Kristiansson, Huei-Yi Shen, Aki S Havulinna, Abbas Dehghan, Louise A Donnelly, Marika Kaakinen, Marja-Liisa Nuotio, Neil Robertson, Renée F A G de Bruijn, M Arfan Ikram, Najaf Amin, Anthony J Balmforth, Peter S Braund, Alexander S F Doney, Angela Döring, Paul Elliott, Tõnu Esko, Oscar H Franco, Solveig Gretarsdottir, Anna-Liisa Hartikainen, Kauko Heikkilä, Karl-Heinz Herzig, Hilma Holm, Jouke Jan Hottenga, Elina Hyppönen, Thomas Illig, Aaron Isaacs, Bo Isomaa, Lennart C Karssen, Johannes Kettunen, Wolfgang Koenig, Kari Kuulasmaa, Tiina Laatikainen, Jaana Laitinen, Cecilia Lindgren, Valeriya Lyssenko, Esa Läärä, Nigel W Rayner, Satu Männistö, Anneli Pouta, Wolfgang Rathmann, Fernando Rivadeneira, Aimo Ruokonen, Markku J Savolainen, Eric J G Sijbrands, Kerrin S Small, Jan H Smit, Valgerdur Steinthorsdottir, Ann-Christine Syvänen, Anja Taanila, Martin D Tobin, Andre G Uitterlinden, Sara M Willems, Gonneke Willemsen, Jacqueline Witteman, Markus Perola, Alun Evans, Jean Ferrières, Jarmo Virtamo, Frank Kee, David-Alexandre Tregouet, Dominique Arveiler, Philippe Amouyel, Marco M Ferrario, Paolo Brambilla, Alistair S Hall, Andrew C Heath, Pamela A F Madden, Nicholas G Martin, Grant W Montgomery, John B Whitfield, Antti Jula, Paul Knekt, Ben Oostra, Cornelia M van Duijn, Brenda W J H Penninx, George Davey Smith, Jaakko Kaprio, Nilesh J Samani, Christian Gieger, Annette Peters, H Erich Wichmann, Dorret I Boomsma, Eco J C de Geus, TiinaMaija Tuomi, Chris Power, Christopher J Hammond, Tim D Spector, Lars Lind, Marju Orho-Melander, Colin Neil Alexander Palmer, Andrew D Morris, Leif Groop, Marjo-Riitta Järvelin, Veikko Salomaa, Erkki Vartiainen, Albert Hofman, Samuli Ripatti, Andres Metspalu, Unnur Thorsteinsdottir, Kari Stefansson, Nancy L Pedersen, Mark I McCarthy, Erik Ingelsson, Inga Prokopenko, European Network for Genetic and Genomic Epidemiology (ENGAGE) consortium
Publié 2013