Genetic relationships between sympatric and allopatric Coregonus ciscoes in North and Central Europe by Thomas Mehner, Stefan Palm, Bo Delling, Juha Karjalainen, Jolanta Kiełpińska, Asja Vogt, Jörg Freyhof

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Does size‐selective harvesting erode adaptive potential to thermal stress? by Daniel E. Sadler, Stephan vanDijk, Juha Karjalainen, Phillip C. Watts, Silva Uusi‐Heikkilä

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Sulfate sensitivity of aquatic organism in soft freshwaters explored by toxicity tests and species sensitivity distribution by Juha Karjalainen, Xiaoxuan Hu, Mikko Mäkinen, Anna Karjalainen, Johanna Järvistö, Kaisa Järvenpää, Minna Sepponen, Matti T. Leppänen

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Shared genetic etiology between idiopathic pulmonary fibrosis and COVID-19 severity by João Fadista, Luke M. Kraven, Juha Karjalainen, Shea J. Andrews, Frank Geller, J Kenneth Baillie, Louise V. Wain, R.Gisli Jenkins, Bjarke Feenstra

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ANGPTL8 protein-truncating variant associated with lower serum triglycerides and risk of coronary disease. by Pyry Helkkula, Tuomo Kiiskinen, Aki S Havulinna, Juha Karjalainen, Seppo Koskinen, Veikko Salomaa, Mark J Daly, Aarno Palotie, Ida Surakka, Samuli Ripatti, FinnGen

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Genome-wide association study of varicose veins identifies a protective missense variant in GJD3 enriched in the Finnish population by Pyry Helkkula, Shabbeer Hassan, Elmo Saarentaus, Emilia Vartiainen, Sanni Ruotsalainen, Jaakko T. Leinonen, FinnGen, Aarno Palotie, Juha Karjalainen, Mitja Kurki, Samuli Ripatti, Taru Tukiainen

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Efficient and accurate frailty model approach for genome-wide survival association analysis in large-scale biobanks by Rounak Dey, Wei Zhou, Tuomo Kiiskinen, Aki Havulinna, Amanda Elliott, Juha Karjalainen, Mitja Kurki, Ashley Qin, FinnGen, Seunggeun Lee, Aarno Palotie, Benjamin Neale, Mark Daly, Xihong Lin

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Comprehensive genome-wide association study of different forms of hernia identifies more than 80 associated loci by João Fadista, Line Skotte, Juha Karjalainen, Erik Abner, Erik Sørensen, Henrik Ullum, Thomas Werge, iPSYCH Group, Tõnu Esko, Lili Milani, Aarno Palotie, Mark Daly, FinnGen Consortium, Mads Melbye, Bjarke Feenstra, Frank Geller

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Human disease-associated genetic variation impacts large intergenic non-coding RNA expression. by Vinod Kumar, Harm-Jan Westra, Juha Karjalainen, Daria V Zhernakova, Tõnu Esko, Barbara Hrdlickova, Rodrigo Almeida, Alexandra Zhernakova, Eva Reinmaa, Urmo Võsa, Marten H Hofker, Rudolf S N Fehrmann, Jingyuan Fu, Sebo Withoff, Andres Metspalu, Lude Franke, Cisca Wijmenga

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Inflammatory and infectious upper respiratory diseases associate with 41 genomic loci and type 2 inflammation by Elmo C. Saarentaus, Juha Karjalainen, Joel T. Rämö, Tuomo Kiiskinen, Aki S. Havulinna, Juha Mehtonen, Heidi Hautakangas, Sanni Ruotsalainen, Max Tamlander, Nina Mars, FINNGEN, Sanna Toppila-Salmi, Matti Pirinen, Mitja Kurki, Samuli Ripatti, Mark Daly, Tuula Palotie, Antti Mäkitie, Aarno Palotie

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Genome-wide screen of otosclerosis in population biobanks: 27 loci and shared associations with skeletal structure by Joel T. Rämö, Tuomo Kiiskinen, Richard Seist, Kristi Krebs, Masahiro Kanai, Juha Karjalainen, Mitja Kurki, Eija Hämäläinen, Paavo Häppölä, Aki S. Havulinna, Heidi Hautakangas, FinnGen, Reedik Mägi, Priit Palta, Tõnu Esko, Andres Metspalu, Matti Pirinen, Konrad J. Karczewski, Samuli Ripatti, Lili Milani, Konstantina M. Stankovic, Antti Mäkitie, Mark J. Daly, Aarno Palotie

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Inframe insertion and splice site variants in MFGE8 associate with protection against coronary atherosclerosis by Sanni E. Ruotsalainen, Ida Surakka, Nina Mars, Juha Karjalainen, Mitja Kurki, Masahiro Kanai, Kristi Krebs, Sarah Graham, Pashupati P. Mishra, Binisha H. Mishra, Juha Sinisalo, Priit Palta, Terho Lehtimäki, Olli Raitakari, Estonian Biobank Research Team, Lili Milani, The Biobank Japan Project, Yukinori Okada, FinnGen, Aarno Palotie, Elisabeth Widen, Mark J. Daly, Samuli Ripatti

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Genetic architecture of human plasma lipidome and its link to cardiovascular disease by Rubina Tabassum, Joel T. Rämö, Pietari Ripatti, Jukka T. Koskela, Mitja Kurki, Juha Karjalainen, Priit Palta, Shabbeer Hassan, Javier Nunez-Fontarnau, Tuomo T. J. Kiiskinen, Sanni Söderlund, Niina Matikainen, Mathias J. Gerl, Michal A. Surma, Christian Klose, Nathan O. Stitziel, Hannele Laivuori, Aki S. Havulinna, Susan K. Service, Veikko Salomaa, Matti Pirinen, FinnGen Project, Matti Jauhiainen, Mark J. Daly, Nelson B. Freimer, Aarno Palotie, Marja-Riitta Taskinen, Kai Simons, Samuli Ripatti

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A missense variant in Mitochondrial Amidoxime Reducing Component 1 gene and protection against liver disease. by Connor A Emdin, Mary E Haas, Amit V Khera, Krishna Aragam, Mark Chaffin, Derek Klarin, George Hindy, Lan Jiang, Wei-Qi Wei, Qiping Feng, Juha Karjalainen, Aki Havulinna, Tuomo Kiiskinen, Alexander Bick, Diego Ardissino, James G Wilson, Heribert Schunkert, Ruth McPherson, Hugh Watkins, Roberto Elosua, Matthew J Bown, Nilesh J Samani, Usman Baber, Jeanette Erdmann, Namrata Gupta, John Danesh, Danish Saleheen, Kyong-Mi Chang, Marijana Vujkovic, Ben Voight, Scott Damrauer, Julie Lynch, David Kaplan, Marina Serper, Philip Tsao, Million Veteran Program, Josep Mercader, Craig Hanis, Mark Daly, Joshua Denny, Stacey Gabriel, Sekar Kathiresan

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Using symptom-based case predictions to identify host genetic factors that contribute to COVID-19 susceptibility by Irene V. van Blokland, Pauline Lanting, Anil P. S. Ori, Judith M. Vonk, Robert C. A. Warmerdam, Johanna C. Herkert, Floranne Boulogne, Annique Claringbould, Esteban A. Lopera-Maya, Meike Bartels, Jouke-Jan Hottenga, Andrea Ganna, Juha Karjalainen, Lifelines COVID-19 cohort study, The COVID-19 Host Genetics Initiative, Caroline Hayward, Chloe Fawns-Ritchie, Archie Campbell, David Porteous, Elizabeth T. Cirulli, Kelly M. Schiabor Barrett, Stephen Riffle, Alexandre Bolze, Simon White, Francisco Tanudjaja, Xueqing Wang, Jimmy M. Ramirez, Yan Wei Lim, James T. Lu, Nicole L. Washington, Eco J. C. de Geus, Patrick Deelen, H. Marike Boezen, Lude H. Franke

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Correction: A missense variant in Mitochondrial Amidoxime Reducing Component 1 gene and protection against liver disease. by Connor A Emdin, Mary E Haas, Amit V Khera, Krishna Aragam, Mark Chaffin, Derek Klarin, George Hindy, Lan Jiang, Wei-Qi Wei, Qiping Feng, Juha Karjalainen, Aki Havulinna, Tuomo Kiiskinen, Alexander Bick, Diego Ardissino, James G Wilson, Heribert Schunkert, Ruth McPherson, Hugh Watkins, Roberto Elosua, Matthew J Bown, Nilesh J Samani, Usman Baber, Jeanette Erdmann, Namrata Gupta, John Danesh, Danish Saleheen, Kyong-Mi Chang, Marijana Vujkovic, Ben Voight, Scott Damrauer, Julie Lynch, David Kaplan, Marina Serper, Philip Tsao, Million Veteran Program, Josep Mercader, Craig Hanis, Mark Daly, Joshua Denny, Stacey Gabriel, Sekar Kathiresan

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Cell Specific eQTL Analysis without Sorting Cells. by Harm-Jan Westra, Danny Arends, Tõnu Esko, Marjolein J Peters, Claudia Schurmann, Katharina Schramm, Johannes Kettunen, Hanieh Yaghootkar, Benjamin P Fairfax, Anand Kumar Andiappan, Yang Li, Jingyuan Fu, Juha Karjalainen, Mathieu Platteel, Marijn Visschedijk, Rinse K Weersma, Silva Kasela, Lili Milani, Liina Tserel, Pärt Peterson, Eva Reinmaa, Albert Hofman, André G Uitterlinden, Fernando Rivadeneira, Georg Homuth, Astrid Petersmann, Roberto Lorbeer, Holger Prokisch, Thomas Meitinger, Christian Herder, Michael Roden, Harald Grallert, Samuli Ripatti, Markus Perola, Andrew R Wood, David Melzer, Luigi Ferrucci, Andrew B Singleton, Dena G Hernandez, Julian C Knight, Rossella Melchiotti, Bernett Lee, Michael Poidinger, Francesca Zolezzi, Anis Larbi, De Yun Wang, Leonard H van den Berg, Jan H Veldink, Olaf Rotzschke, Seiko Makino, Veikko Salomaa, Konstantin Strauch, Uwe Völker, Joyce B J van Meurs, Andres Metspalu, Cisca Wijmenga, Ritsert C Jansen, Lude Franke

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GWAS of thyroid stimulating hormone highlights pleiotropic effects and inverse association with thyroid cancer by Wei Zhou, Ben Brumpton, Omer Kabil, Julius Gudmundsson, Gudmar Thorleifsson, Josh Weinstock, Matthew Zawistowski, Jonas B. Nielsen, Layal Chaker, Marco Medici, Alexander Teumer, Silvia Naitza, Serena Sanna, Ulla T. Schultheiss, Anne Cappola, Juha Karjalainen, Mitja Kurki, Morgan Oneka, Peter Taylor, Lars G. Fritsche, Sarah E. Graham, Brooke N. Wolford, William Overton, Humaira Rasheed, Eirin B. Haug, Maiken E. Gabrielsen, Anne Heidi Skogholt, Ida Surakka, George Davey Smith, Anita Pandit, Tanmoy Roychowdhury, Whitney E. Hornsby, Jon G. Jonasson, Leigha Senter, Sandya Liyanarachchi, Matthew D. Ringel, Li Xu, Lambertus A. Kiemeney, Huiling He, Romana T. Netea-Maier, Jose I. Mayordomo, Theo S. Plantinga, Jon Hrafnkelsson, Hannes Hjartarson, Erich M. Sturgis, Aarno Palotie, Mark Daly, Cintia E. Citterio, Peter Arvan, Chad M. Brummett, Michael Boehnke, Albert de la Chapelle, Kari Stefansson, Kristian Hveem, Cristen J. Willer, Bjørn Olav Åsvold

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Genome-wide meta-analysis identifies 127 open-angle glaucoma loci with consistent effect across ancestries by Puya Gharahkhani, Eric Jorgenson, Pirro Hysi, Anthony P. Khawaja, Sarah Pendergrass, Xikun Han, Jue Sheng Ong, Alex W. Hewitt, Ayellet V. Segrè, John M. Rouhana, Andrew R. Hamel, Robert P. Igo, Helene Choquet, Ayub Qassim, Navya S. Josyula, Jessica N. Cooke Bailey, Pieter W. M. Bonnemaijer, Adriana Iglesias, Owen M. Siggs, Terri L. Young, Veronique Vitart, Alberta A. H. J. Thiadens, Juha Karjalainen, Steffen Uebe, Ronald B. Melles, K. Saidas Nair, Robert Luben, Mark Simcoe, Nishani Amersinghe, Angela J. Cree, Rene Hohn, Alicia Poplawski, Li Jia Chen, Shi-Song Rong, Tin Aung, Eranga Nishanthie Vithana, NEIGHBORHOOD consortium, ANZRAG consortium, Biobank Japan project, FinnGen study, UK Biobank Eye and Vision Consortium, GIGA study group, 23 and Me Research Team, Gen Tamiya, Yukihiro Shiga, Masayuki Yamamoto, Toru Nakazawa, Hannah Currant, Ewan Birney, Xin Wang, Adam Auton, Michelle K. Lupton, Nicholas G. Martin, Adeyinka Ashaye, Olusola Olawoye, Susan E. Williams, Stephen Akafo, Michele Ramsay, Kazuki Hashimoto, Yoichiro Kamatani, Masato Akiyama, Yukihide Momozawa, Paul J. Foster, Peng T. Khaw, James E. Morgan, Nicholas G. Strouthidis, Peter Kraft, Jae H. Kang, Chi Pui Pang, Francesca Pasutto, Paul Mitchell, Andrew J. Lotery, Aarno Palotie, Cornelia van Duijn, Jonathan L. Haines, Chris Hammond, Louis R. Pasquale, Caroline C. W. Klaver, Michael Hauser, Chiea Chuen Khor, David A. Mackey, Michiaki Kubo, Ching-Yu Cheng, Jamie E. Craig, Stuart MacGregor, Janey L. Wiggs

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Global Biobank analyses provide lessons for developing polygenic risk scores across diverse cohorts by Ying Wang, Shinichi Namba, Esteban Lopera, Sini Kerminen, Kristin Tsuo, Kristi Läll, Masahiro Kanai, Wei Zhou, Kuan-Han Wu, Marie-Julie Favé, Laxmi Bhatta, Philip Awadalla, Ben Brumpton, Patrick Deelen, Kristian Hveem, Valeria Lo Faro, Reedik Mägi, Yoshinori Murakami, Serena Sanna, Jordan W. Smoller, Jasmina Uzunovic, Brooke N. Wolford, Cristen Willer, Eric R. Gamazon, Nancy J. Cox, Ida Surakka, Yukinori Okada, Alicia R. Martin, Jibril Hirbo, Wei Zhou, Masahiro Kanai, Kuan-Han H. Wu, Humaira Rasheed, Kristin Tsuo, Jibril B. Hirbo, Ying Wang, Arjun Bhattacharya, Huiling Zhao, Shinichi Namba, Ida Surakka, Brooke N. Wolford, Valeria Lo Faro, Esteban A. Lopera-Maya, Kristi Läll, Marie-Julie Favé, Sinéad B. Chapman, Juha Karjalainen, Mitja Kurki, Maasha Mutaamba, Juulia J. Partanen, Ben M. Brumpton, Sameer Chavan, Tzu-Ting Chen, Michelle Daya, Yi Ding, Yen-Chen A. Feng, Christopher R. Gignoux, Sarah E. Graham, Whitney E. Hornsby, Nathan Ingold, Ruth Johnson, Triin Laisk, Kuang Lin, Jun Lv, Iona Y. Millwood, Priit Palta, Anita Pandit, Michael H. Preuss, Unnur Thorsteinsdottir, Jasmina Uzunovic, Matthew Zawistowski, Xue Zhong, Archie Campbell, Kristy Crooks, Geertruida H. de Bock, Nicholas J. Douville, Sarah Finer, Lars G. Fritsche, Christopher J. Griffiths, Yu Guo, Karen A. Hunt, Takahiro Konuma, Riccardo E. Marioni, Jansonius Nomdo, Snehal Patil, Nicholas Rafaels, Anne Richmond, Jonathan A. Shortt, Peter Straub, Ran Tao, Brett Vanderwerff, Kathleen C. Barnes, Marike Boezen, Zhengming Chen, Chia-Yen Chen, Judy Cho, George Davey Smith, Hilary K. Finucane, Lude Franke, Eric R. Gamazon, Andrea Ganna, Tom R. Gaunt, Tian Ge, Hailiang Huang, Jennifer Huffman, Jukka T. Koskela, Clara Lajonchere, Matthew H. Law, Liming Li, Cecilia M. Lindgren, Ruth J.F. Loos, Stuart MacGregor, Koichi Matsuda, Catherine M. Olsen, David J. Porteous, Jordan A. Shavit, Harold Snieder, Richard C. Trembath, Judith M. Vonk, David Whiteman, Stephen J. Wicks, Cisca Wijmenga, John Wright, Jie Zheng, Xiang Zhou, Philip Awadalla, Michael Boehnke, Nancy J. Cox, Daniel H. Geschwind, Caroline Hayward, Kristian Hveem, Eimear E. Kenny, Yen-Feng Lin, Reedik Mägi, Hilary C. Martin, Sarah E. Medland, Yukinori Okada, Aarno V. Palotie, Bogdan Pasaniuc, Serena Sanna, Jordan W. Smoller, Kari Stefansson, David A. van Heel, Robin G. Walters, Sebastian Zöllner, Alicia R. Martin, Cristen J. Willer, Mark J. Daly, Benjamin M. Neale

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