• Genome-wide risk prediction of common diseases across ancestries in one million people 

      Mars, Nina; Kerminen, Sini; Feng, Yen-Chen A.; Kanai, Masahiro; Läll, Kristi; Thomas, Laurent Francois; Skogholt, Anne Heidi; della Briotta Parolo, Pietro; Neale, Benjamin M.; Smoller, Jordan W.; Gabrielsen, Maiken Elvestad; Hveem, Kristian; Mägi, Reedik; Matsuda, Koichi; Okada, Yukinori; Pirinen, Matti; Palotie, Aarno; Ganna, Andrea; Martin, Alicia R.; Ripatti, Samuli (Peer reviewed; Journal article, 2022)
      Polygenic risk scores (PRS) measure genetic disease susceptibility by combining risk effects across the genome. For coronary artery disease (CAD), type 2 diabetes (T2D), and breast and prostate cancer, we performed ...
    • Global Biobank Meta-analysis Initiative: Powering genetic discovery across human disease 

      Zhou, Wei; Kanai, Masahiro; Wu, Kuan-Han H.; Rasheed, Humaira; Tsuo, Kristin; Hirbo, Jibril B.; Wang, Ying; Bhattacharya, Arjun; Zhao, Huiling; Namba, Shinichi; Surakka, Ida; Wolford, Brooke; Lo Faro, Valeria; Lopera-Maya, Esteban A.; Läll, Kristi; Favé, Marie-Julie; Partanen, Juulia J.; Chapman, Sinéad B.; Karjalainen, Juha; Kurki, Mitja; Maasha, Mutaamba; Brumpton, Ben Michael; Chavan, Sameer; Chen, Tzu-Ting; Daya, Michelle; Ding, Yi; Feng, Yen-Chen A.; Guare, Lindsay A.; Gignoux, Christopher R.; Graham, Sarah E.; Hornsby, Whitney E.; Ingold, Nathan; Ismail, Said I.; Johnson, Ruth; Laisk, Triin; Lin, Kuang; Lv, Jun; Millwood, Iona Y.; Moreno-Grau, Sonia; Nam, Kisung; Palta, Priit; Pandit, Anita; Preuss, Michael H.; Saad, Chadi; Setia-Verma, Shefali; Thorsteinsdottir, Unnur; Uzunovic, Jasmina; Verma, Anurag; Zawistowski, Matthew; Zhong, Xue; Afifi, Nahla; Al-Dabhani, Kawthar M.; Al Thani, Asma; Bradford, Yuki; Campbell, Archie; Crooks, Kristy; de Bock, Geertruida H.; Damrauer, Scott M.; Douville, Nicholas J.; Finer, Sarah; Fritsche, Lars; Fthenou, Eleni; Gonzalez-Arroyo, Gilberto; Griffiths, Christopher J.; Guo, Yu; Hunt, Karen A.; Ioannidis, Alexander; Jansonius, Nomdo M.; Konuma, Takahiro; Lee, Ming Ta Michael; Lopez-Pineda, Arturo; Matsuda, Yuta; Marioni, Riccardo E.; Moatamed, Babak; Nava-Aguilar, Marco A.; Numakura, Kensuke; Patil, Snehal; Rafaels, Nicholas; Richmond, Anne; Rojas-Muñoz, Agustin; Shortt, Jonathan A.; Straub, Peter; Tao, Ran; Vanderwerff, Brett; Vernekar, Manvi; Veturi, Yogasudha; Barnes, Kathleen C.; Boezen, Marike; Chen, Zhengming; Chen, Chia-Yen; Cho, Judy; Smith, George Davey; Finucane, Hilary K.; Franke, Lude; Gamazon, Eric R.; Ganna, Andrea; Gaunt, Tom R.; Ge, Tian; Huang, Hailiang; Huffman, Jennifer; Katsanis, Nicholas; Koskela, Jukka T.; Lajonchere, Clara; Law, Matthew H.; Li, Liming; Lindgren, Cecilia M.; Loos, Ruth J.F.; MacGregor, Stuart; Matsuda, Koichi; Olsen, Catherine M.; Porteous, David J.; Shavit, Jordan A.; Snieder, Harold; Takano, Tomohiro; Trembath, Richard C.; Vonk, Judith M.; Whiteman, David C.; Wicks, Stephen J.; Wijmenga, Tjitske Nienke; Wright, John; Zheng, Jie; Zhou, Xiang; Awadalla, Philip; Boehnke, Michael; Bustamante, Carlos D.; Cox, Nancy J.; Fatumo, Segun; Geschwind, Daniel H.; Hayward, Caroline; Hveem, Kristian; Kenny, Eimear E.; Lee, Seunggeun; Lin, Yen-Feng; Mbarek, Hamdi; Mägi, Reedik; Martin, Hilary C.; Medland, Sarah E.; Okada, Yukinori; Palotie, Aarno V.; Pasaniuc, Bogdan; Rader, Daniel J.; Ritchie, Marylyn D.; Sanna, Serena; Smoller, Jordan W.; Stefansson, Kari; van Heel, David A.; Walters, Robin G.; Zöllner, Sebastian; Martin, Alicia R.; Willer, Cristen J.; Daly, Mark J.; Neale, Benjamin M. (Journal article; Peer reviewed, 2022)
    • Mapping the human genetic architecture of COVID-19 

      Niemi, Mari E.K.; Karjalainen, Juha; Liao, Rachel G.; Neale, Benjamin M.; Daly, Mark; Ganna, Andrea; Pathak, Gita A.; Andrews, Shea J.; Kanai, Masahiro; Veerapen, Kumar; Fernandez-Cadenas, Israel; Schulte, Eva C.; Striano, Pasquale; Afset, Jan Egil; Solligård, Erik; Damås, Jan Kristian; Risnes, Kari; Bettini, Laura Rachele; Gustad, Lise Tuset; Holter, Jan Cato; Hov, Johannes Espolin Roksund; Karlsen, Tom Hemming; Folseraas, Trine; Holten, Aleksander Rygh; Dyrhol-Riise, Anne Ma; Tonby, Kristian; Lind, Andreas; Müller, Fredrik; Dudman, Susanne Gjeruldsen; Grimsrud, Marit Mæhle; Vadla, May Sissel; Myhre, Ronny; Kildal, Anders Benjamin; Hoff, Dag Arne Lihaug; Muller, Karl Erik; Heggelund, Lars; Bergan, Jonas; Skogen, Vegard (Journal article; Peer reviewed, 2021)
      The genetic make-up of an individual contributes to the susceptibility and response to viral infection. Although environmental, clinical and social factors have a role in the chance of exposure to SARS-CoV-2 and the severity ...
    • Quantifying the causal impact of biological risk factors on healthcare costs 

      Lee, Jiwoo; Jukarainen, Sakari; Karvanen, Antti; Dixon, Padraig; Davies, Neil Martin; Smith, George Davey; Natarajan, Pradeep; Ganna, Andrea (Peer reviewed; Journal article, 2023)
      Understanding the causal impact that clinical risk factors have on healthcare-related costs is critical to evaluate healthcare interventions. Here, we used a genetically-informed design, Mendelian Randomization (MR), to ...