bioRxiv preprint doi: https://doi.org/10.1101/867267; this version posted December 6, 2019. The copyright holder for this preprint (which was not certified by peer review) is the author/funder. All rights reserved. No reuse allowed without permission. 1 An expanded analysis framework for multivariate GWAS connects inflammatory biomarkers 2 to functional variants and disease 3 Sanni E. Ruotsalainen1*, Juulia J. Partanen1*, Anna Cichonska1,2,3, Jake Lin1, Christian Benner1, Ida Surakka4, 4 FinnGen, Mary Pat Reeve1, Priit Palta1,5, Marko Salmi6,7, Sirpa Jalkanen6,7, Ari Ahola-Olli1,8,9, Aarno 5 Palotie1,8,9, Veikko Salomaa10, Mark J. Daly1,8,9, Matti Pirinen1,11,12, Samuli Ripatti1,8,11** & Jukka Koskela1,8** 6 7 1) Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland 8 2) Department of Computer Science, Helsinki Institute for Information Technology HIIT, Aalto 9 University, Espoo, Finland 10 3) Department of Future Technologies, University of Turku, Turku, Finland 11 4) Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA 12 5) Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia 13 6) MediCity Research Laboratory, University of Turku, Turku, Finland 14 7) Institute of Biomedicine, University of Turku, Turku, Finland 15 8) The Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA 16 9) Analytic and Translational Genetics Unit, Massachusetts General Hospital, Harvard Medical School, 17 Boston, Massachusetts, USA 18 10) Finnish Institute for Health and Welfare, Helsinki, Finland 19 11) Department of Public Health, Clinicum, Faculty of Medicine, University of Helsinki, Helsinki, 20 Finland 21 12) Department of Mathematics and Statistics, University of Helsinki, Helsinki, Finland 22 23 *authors contributed equally 24 **Corresponding author 25 Tel: +358 50 374 7924, +358 40 567 0826 26 E-mail:
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[email protected] 27 1 bioRxiv preprint doi: https://doi.org/10.1101/867267; this version posted December 6, 2019.