About the Authors
- Timo Paavola
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Affiliation Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland
- Sanna Kuusisto
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Current address: NMR metabolomics laboratory, School of Pharmacy, University of Eastern Finland, Kuopio, Finland
Affiliation Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland
- Matti Jauhiainen
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Affiliation Genomics and Biomarkers Unit, National Institute for Health and Welfare, Biomedicum, Helsinki, Finland
- Sakari Kakko
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Affiliation Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland
- Tiia Kangas-Kontio
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Affiliation Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland
- Jari Metso
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Affiliation Genomics and Biomarkers Unit, National Institute for Health and Welfare, Biomedicum, Helsinki, Finland
- Pasi Soininen
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Affiliations Computational Medicine, Institute of Health Sciences, University of Oulu, Oulu, Finland, NMR Metabolomics Laboratory, School of Pharmacy, University of Eastern Finland, Kuopio, Finland
- Mika Ala-Korpela
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Affiliations Computational Medicine, Institute of Health Sciences, University of Oulu, Oulu, Finland, NMR Metabolomics Laboratory, School of Pharmacy, University of Eastern Finland, Kuopio, Finland, Oulu University Hospital, Oulu, Finland, Computational Medicine, School of Social and Community Medicine & Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, United Kingdom
- Risto Bloigu
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Affiliation Medical Informatics and Statistics Research Group, University of Oulu, Oulu, Finland
- Minna L. Hannuksela
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Affiliations Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland, Department of Clinical Chemistry, Institute of Diagnostics, University of Oulu, Oulu, Finland
- Markku J. Savolainen
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Affiliation Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland
- Tuire Salonurmi
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* E-mail: tuire.salonurmi@oulu.fi
Affiliation Department of Internal Medicine, Institute of Clinical Medicine and Biocenter Oulu, University of Oulu, Oulu, Finland and Medical Research Center, Oulu University Hospital, Oulu, Finland
Competing Interests
The authors have declared that no competing interests exist.
Author Contributions
Conceptualization: TP S. Kuusisto S. Kakko TS MH MJS MJ. Data curation: TP TS RB TK. Formal analysis: TP RB TS S. Kuusisto PS MA. Funding acquisition: MJS TP TS MJ. Investigation: TP TS MJ JM S. Kuusisto TK PS MA RB. Methodology: TP S. Kuusisto MJ JM PS RB MH TS. Project administration: TP S. Kuusisto S. Kakko MJS TS. Resources: MJS MA MJ TS. Software: MA TP TK. Supervision: TS MJ MJS S. Kuusisto RB. Validation: MJ MA RB MH MJS TP TK. Visualization: TP S. Kuusisto. Writing – original draft: TP TS MJS TK S. Kakko. Writing – review & editing: TP S. Kuusisto MJ S. Kakko TK JM PS MA RB MH MJS TS.