Cross-sectional metabolic subgroups and 10-year follow-up of cardiometabolic multimorbidity in the UK Biobank by Anwar Mulugeta, Elina Hyppönen, Mika Ala-Korpela, Ville-Petteri Mäkinen

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Characteristics of Normalization Methods in Quantitative Urinary Metabolomics—Implications for Epidemiological Applications and Interpretations by Tianqi Li, Tuulia Tynkkynen, Andrei Ihanus, Siyu Zhao, Ville-Petteri Mäkinen, Mika Ala-Korpela

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epHero – a tandem-fluorescent probe to track the fate of apoptotic cells during efferocytosis by Sanjna Singh, Julien Bensalem, Leanne K. Hein, Aaron Casey, Ville-Petteri Mäkinen, Timothy J. Sargeant

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Considering hormone-sensitive cancers as a single disease in the UK biobank reveals shared aetiology by Muktar Ahmed, Ville-Petteri Mäkinen, Anwar Mulugeta, Jisu Shin, Terry Boyle, Elina Hyppönen, Sang Hong Lee

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Medication profiling in women with type 1 diabetes highlights the importance of adequate, guideline-based treatment in low-risk groups by Raija Lithovius, Stefan Mutter, Erika B. Parente, Ville-Petteri Mäkinen, Erkka Valo, Valma Harjutsalo, Per-Henrik Groop

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Transcriptional targets of senataxin and E2 promoter binding factors are associated with neuro-degenerative pathways during increased autophagic flux by Aaron E. Casey, Wenjun Liu, Leanne K. Hein, Timothy J. Sargeant, Stephen M. Pederson, Ville-Petteri Mäkinen

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1H NMR metabonomics approach to the disease continuum of diabetic complications and premature death by Ville‐Petteri Mäkinen, Pasi Soininen, Carol Forsblom, Maija Parkkonen, Petri Ingman, Kimmo Kaski, Per‐Henrik Groop, Mika Ala‐Korpela

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Insulin resistance and systemic metabolic changes in oral glucose tolerance test in 5340 individuals: an interventional study by Qin Wang, Jari Jokelainen, Juha Auvinen, Katri Puukka, Sirkka Keinänen-Kiukaanniemi, Marjo-Riitta Järvelin, Johannes Kettunen, Ville-Petteri Mäkinen, Mika Ala-Korpela

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Application of a Comprehensive Evaluation Framework to COVID-19 Studies: Systematic Review of Translational Aspects of Artificial Intelligence in Health Care by Aaron Edward Casey, Saba Ansari, Bahareh Nakisa, Blair Kelly, Pieta Brown, Paul Cooper, Imran Muhammad, Steven Livingstone, Sandeep Reddy, Ville-Petteri Makinen

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Evaluation framework to guide implementation of AI systems into healthcare settings by Enrico Coiera, Wendy Rogers, Piyush Mathur, Sandeep Reddy, Ville-Petteri Makinen, Pieta Brown, Markus Wenzel, Eva Weicken, Saba Ansari, Aaron Casey, Blair Kelly

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Characterization of metabolic interrelationships and in silico phenotyping of lipoprotein particles using self-organizing maps[S] by Linda S. Kumpula, Sanna M. Mäkelä, Ville-Petteri Mäkinen, Anna Karjalainen, Johanna M. Liinamaa, Kimmo Kaski, Markku J. Savolainen, Minna L. Hannuksela, Mika Ala-Korpela

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Integrative genomics reveals novel molecular pathways and gene networks for coronary artery disease. by Ville-Petteri Mäkinen, Mete Civelek, Qingying Meng, Bin Zhang, Jun Zhu, Candace Levian, Tianxiao Huan, Ayellet V Segrè, Sujoy Ghosh, Juan Vivar, Majid Nikpay, Alexandre F R Stewart, Christopher P Nelson, Christina Willenborg, Jeanette Erdmann, Stefan Blakenberg, Christopher J O'Donnell, Winfried März, Reijo Laaksonen, Stephen E Epstein, Sekar Kathiresan, Svati H Shah, Stanley L Hazen, Muredach P Reilly, Coronary ARtery DIsease Genome-Wide Replication And Meta-Analysis (CARDIoGRAM) Consortium, Aldons J Lusis, Nilesh J Samani, Heribert Schunkert, Thomas Quertermous, Ruth McPherson, Xia Yang, Themistocles L Assimes

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New susceptibility loci associated with kidney disease in type 1 diabetes. by Niina Sandholm, Rany M Salem, Amy Jayne McKnight, Eoin P Brennan, Carol Forsblom, Tamara Isakova, Gareth J McKay, Winfred W Williams, Denise M Sadlier, Ville-Petteri Mäkinen, Elizabeth J Swan, Cameron Palmer, Andrew P Boright, Emma Ahlqvist, Harshal A Deshmukh, Benjamin J Keller, Huateng Huang, Aila J Ahola, Emma Fagerholm, Daniel Gordin, Valma Harjutsalo, Bing He, Outi Heikkilä, Kustaa Hietala, Janne Kytö, Päivi Lahermo, Markku Lehto, Raija Lithovius, Anne-May Osterholm, Maija Parkkonen, Janne Pitkäniemi, Milla Rosengård-Bärlund, Markku Saraheimo, Cinzia Sarti, Jenny Söderlund, Aino Soro-Paavonen, Anna Syreeni, Lena M Thorn, Heikki Tikkanen, Nina Tolonen, Karl Tryggvason, Jaakko Tuomilehto, Johan Wadén, Geoffrey V Gill, Sarah Prior, Candace Guiducci, Daniel B Mirel, Andrew Taylor, S Mohsen Hosseini, DCCT/EDIC Research Group, Hans-Henrik Parving, Peter Rossing, Lise Tarnow, Claes Ladenvall, François Alhenc-Gelas, Pierre Lefebvre, Vincent Rigalleau, Ronan Roussel, David-Alexandre Tregouet, Anna Maestroni, Silvia Maestroni, Henrik Falhammar, Tianwei Gu, Anna Möllsten, Danut Cimponeriu, Mihai Ioana, Maria Mota, Eugen Mota, Cristian Serafinceanu, Monica Stavarachi, Robert L Hanson, Robert G Nelson, Matthias Kretzler, Helen M Colhoun, Nicolae Mircea Panduru, Harvest F Gu, Kerstin Brismar, Gianpaolo Zerbini, Samy Hadjadj, Michel Marre, Leif Groop, Maria Lajer, Shelley B Bull, Daryl Waggott, Andrew D Paterson, David A Savage, Stephen C Bain, Finian Martin, Joel N Hirschhorn, Catherine Godson, Jose C Florez, Per-Henrik Groop, Alexander P Maxwell

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