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Andrea Ganna

University of Helsinki

69H-index
310Paper Count
4.5WCitation Count
Published Papers 107
Publication Date
Dietary intervention and BMI reduction in individuals at the extremes of genetic predisposition to higher BMI: a randomized controlled trial
err2026-07-13
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errRodosthenis S. Rodosthenous; Leena E. Viiri; Anne M. Carson; Tatiana Cajuso; Andrea Corbetta; Samuel Jones; Ettore Brenna; FinnGen; Enni Makkonen; Minttu Virolainen; Niina Korkeala; Elisabeth Widén; Samuli Ripatti; Andrea Ganna
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Association and risk prediction of 19 complex diseases with polygenic scores and socioeconomic status
err2026-06-11
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errFiona A. Hagenbeek; Anne Richmond; Max Tamlander; Kira Detrois; Zhiyu Yang; Tuomo Hartonen; Daniel L. McCartney; Riccardo E. Marioni; Pekka Martikainen; Nina Mars; Andrea Ganna; Samuli Ripatti
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Clinical and genetic characterization of non-optimal triptan response among migraine patients
err2026-01-28
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PREAI
errEttore Brenna; Matteo Ferro; Marja-Liisa Sumelahti; Tatiana Cajuso; Andrea Ganna; Jari Rossi; Emmi Tikkanen;
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Large language models improve transferability of electronic health record-based predictions across countries and coding systems
err2026-01-22
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errMatthias Kirchler; Matteo Ferro; Veronica Lorenzini; Robin P. van de Water; Christoph Lippert; Andrea Ganna
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Genomic and transcriptomic analyses of aortic stenosis enhance therapeutic target discovery and disease prediction
err2025-12-19
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errAeron M. Small; Ta-Yu Yang; Shinsuke Itoh; Sébastien Thériault; Line Dufresne; Ryo Kurosawa; Issei Komuro; Koichi Matsuda; Ha My T. Vy; Eric H. Farber-Eger; Lauren Lee Shaffer; Kristin M. Boulier; Kristin M. Corey; Megan E. Ramaker; Fabien Laporte; Jean-Jacques Schott; Solena Le Scouarnec; Sasha A. Singh; Abhijeet R. Sonawane; Harry A. Smith; Nicholas Rafaels; Jonas Ghouse; Anna A. Raja; Sisse R. Ostrowski; Erik Sørensen; Christina Mikkelsen; Ole B. Pedersen; Christian Erikstrup; Henrik Ullum; Gardar Sveinbjornsson; Daniel F. Gudbjartsson; Erik Abner; Jiwoo Lee; Andrea Ganna; Ulrike Nowak-Göttl; Sarah Finer; Johannes Schumacher; Carlo Maj; Baravan Al-Kassou; Georg Nickenig; Teresa Trenkwalder; Martina Dreβen; Markus Krane; Markus M. Nöthen; Marta R. Moksnes; Ben M. Brumpton; Stacey Knight; Kirk U. Knowlton; Lincoln Nadauld; Radek Debiec; Muntaser D. Musameh; Peter S. Braund; Christopher P. Nelson; Tomasz Czuba; Olle Melander; Margaret Sunitha Selvaraj; Satoshi Koyama; Rohan Bhukar; Yunfeng Ruan; Johan Ljungberg; Scott M. Damrauer; Michael G. Levin; Andre Franke; Klaus Berger; Christian T. Ruff; Giorgio E. M. Melloni; Frederick K. Kamanu; Kaoru Ito; Ron Do; Ruth J. F. Loos; Heribert Schunkert; Quinn S. Wells; Svati H. Shah; Thierry Le Tourneau; David Messika-Zeitoun; Christopher Gignoux; Henning Bundgaard; Susanna C. Larsson; Karl Michaëlsson; Hilma Holm; Anna Helgadottir; Tonu Esko; David A. van Heel; Patrick Mathieu; Nilesh J. Samani; J. Gustav Smith; Stefan Söderberg; Daniel J. Rader; Nicholas A. Marston; Marc S. Sabatine; Bogdan Pasaniuc; Kelly Cho; Peter W. F. Wilson; Christopher J. O’Donnell; Kari Stefansson; Yohan Bossé; Elena Aikawa; James C. Engert; Gina M. Peloso; Pradeep Natarajan; George Thanassoulis
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Joint profiling of cell morphology and gene expression during in vitro neurodevelopment
err2025-12-01
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PREAI
errSundaresh, Adithi; Meistermann, Dimitri; Lampela, Riina; Yang, Zhiyu; Woldegebriel, Rosa; Ganna, Andrea; Costa, Pau Puigdevall; Kilpinen, Helena
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Federated Analysis of Cross-European Health Data: Improving CVD prediction with Machine Learning
err2025-10-01
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PREAI
errVuorinen, A.; Zucco, A.; Forster, R.; Rawat, A.; Varga, T.; Perola, M.; Rod, N.; Diallo, G.; Ganna, A.
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Limited overlap between genetic effects on disease susceptibility and disease survival
err2025-09-30
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errZhiyu Yang; Fanny-Dhelia Pajuste; Kristina Zguro; Yipeng Cheng; Danielle E. Kurant; Andrea Eoli; Julian Wanner; Bradley Jermy; Joel Rämö; Stavroula Kanoni; David A. van Heel; Caroline Hayward; Riccardo E. Marioni; Daniel L. McCartney; Alessandra Renieri; Simone Furini; Reedik Mägi; Alexander Gusev; Petros Drineas; Peristera Paschou; Henrike Heyne; Samuli Ripatti; Nina Mars; Andrea Ganna
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Towards modeling evolving longitudinal health trajectories with a transformer-based deep learning model
err2025-09-11
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errHans Moen; Vishnu Raj; Andrius Vabalas; Markus Perola; Samuel Kaski; Andrea Ganna; Pekka Marttinen
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Cross-biobank generalizability and accuracy of electronic health record-based predictors compared to polygenic scores
err2025-08-27
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errKira E. Detrois; Tuomo Hartonen; Maris Teder-Laving; Bradley Jermy; Kristi Läll; Zhiyu Yang; Reedik Mägi; Samuli Ripatti; Andrea Ganna
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Phenome-wide association study of male and female sex chromosome trisomies in 1.5 million participants of MVP, FinnGen, and UK Biobank
err2025-08-20
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PREAI
errShanlee M. Davis; Aoxing Liu; Craig C. Teerlink; Dana M. Lapato; Bryan Gorman; Giulio Genovese; Madhurbain Singh; Mary P. Reeve; Amanda E. Gentry; Kati M. Donner; Timo P. Sipilä; Awaisa Ghazal; Meghana S. Pagadala; Matthew S. Panizzon; Eva E. Lancaster; Chris Chatzinakos; Andrea Ganna; Tim B. Bigdeli; Mark J. Daly; Julie A. Lynch; Judith Ross; Roseann E. Peterson; Richard L. Hauger
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The evolution of health data ecosystems: An international survey
err2025-07-21
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PREAI
errJordan P. Lerner-Ellis; E. Magda Price; Shazia Subhani; Tiffany Boughtwood; Marie-Jo Brion; Augusto Rendon; Lene Cividanes; Jacob Gemmer; Danielle Ciofani; Nicolas Bertin; Seow Shih Wee; Stephen Robertson; Batoul Baz; Katrin Crameri; Sabine Österle; Valtteri Wirta; Per Sikora; Anna Lindstrand; Frédérique Nowak; Inês Amado; Nicola Jane Mulder; Andrea Ganna; Peter Goodhand; Lindsay D. Smith; Christian R. Marshall; Ma’n Zawati; Vincent Ferretti; Jacques L. Michaud; Dennis Bulman; Francois Bernier; Kym M. Boycott
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Author Correction: Incorporating genetic data improves target trial emulations and informs the use of polygenic scores in randomized controlled trial design
err2025-06-27
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errOAAI
errJakob German; Zhiyu Yang; Sarah Urbut; Pekka Vartiainen; Pradeep Natarajan; Elisabetta Patorno; Zoltan Kutalik; Anthony Philippakis; Andrea Ganna
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Genome-wide association meta-analysis and rare copy number variant analysis of treatment-resistant depression
err2025-06-26
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errYing Xiong; Kristi Krebs; Bradley Jermy; Robert Karlsson; Joëlle A. Pasman; Thuy-Dung Nguyen; Tong Gong; Kaarina Kowalec; Christian Rück; Robert Sigström; Lina Jonsson; Caitlin C. Clements; Elin Hörbeck; Evelyn Andersson; Julia Bäckman; Andrea Ganna; Jakob German; Patrick F. Sullivan; Mikael Landén; Kelli Lehto; Yi Lu
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Incorporating genetic data improves target trial emulations and informs the use of polygenic scores in randomized controlled trial design
err2025-06-18
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errJakob German; Zhiyu Yang; Sarah Urbut; Pekka Vartiainen; Pradeep Natarajan; Elisabetta Patorno; Zoltan Kutalik; Anthony Philippakis; Andrea Ganna
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Polygenic risk score prediction accuracy convergence
err2025-05-14
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errLéo Henches; Jihye Kim; Zhiyu Yang; Simone Rubinacci; Gabriel Pires; Clara Albiñana; Christophe Boetto; Hanna Julienne; Arthur Frouin; Antoine Auvergne; Yuka Suzuki; Sarah Djebali; Olivier Delaneau; Andrea Ganna; Bjarni Vilhjálmsson; Florian Privé; Hugues Aschard
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Effects of parental autoimmune diseases on type 1 diabetes in offspring can be partially explained by HLA and non-HLA polymorphisms
err2025-04-25
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errFeiyi Wang; Aoxing Liu; Zhiyu Yang; Pekka Vartiainen; Sakari Jukarainen; Satu Koskela; Richard Oram; Lowri Allen; Jarmo Ritari; Jukka Partanen; Markus Perola; Tiinamaija Tuomi; Andrea Ganna
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Genome wide association study meta-analysis of 19,487 individuals with mitral valve prolapse identifies 52 novel genomic regions and highlights pro-fibrosis genes
err2024-11-12
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PREAI
errSmall, Aeron; Berrandou, Takiy-Eddine; Georges, Adrien; Morningstar, Jordan; Huff, Matthew; Yang, Ta-Yu; Lee, Jiwoo; Abner, Erik; Bundgaard, Henning; Wells, Quinn; Wilson, Peter; Cho, Kelly; Rader, Daniel; Ganna, Andrea; Helgadottir, Anna; Holm, Hilma; Stefansson, Kari; Gudbjartsson, Daniel; Vy, Ha My; Rosenberg, Michael; Milan, David; Borger, Michael; Dieterlen, Maja-Theresa; Kontorovich, Amy; Engert, Jamie; Thanassoulis, George; Farber-Eger, Eric; Gignoux, Christopher; Ellinor, Patrick; Peloso, Gina; Norris, Russell; Yu, Mengyao; Bouatia-Naji, Nabila; Natarajan, Pradeep
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High incidence and geographic distribution of cleft palate in Finland are associated with the IRF6 gene
err2024-11-06
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errOAAI
errRahimov, Fedik; Nieminen, Pekka; Kumari, Priyanka; Juuri, Emma; Nikopensius, Tiit; Paraiso, Kitt; German, Jakob; Karvanen, Antti; Kals, Mart; Elnahas, Abdelrahman G.; Karjalainen, Juha; Kurki, Mitja; Palotie, Aarno; Heliovaara, Arja; Esko, Tonu; Jukarainen, Sakari; Palta, Priit; Ganna, Andrea; Patni, Anjali P.; Mar, Daniel; Bomsztyk, Karol; Mathieu, Julie; Ruohola-Baker, Hannele; Visel, Axel; Fakhouri, Walid D.; Schutte, Brian C.; Cornell, Robert A.; Rice, David P.
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Socio-demographic and genetic risk factors for drug adherence and persistence across 5 common medication classes
err2024-10-23
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errCordioli, Mattia; Corbetta, Andrea; Kariis, Hanna Maria; Jukarainen, Sakari; Vartiainen, Pekka; Kiiskinen, Tuomo; Ferro, Matteo; Perola, Markus; Niemi, Mikko; Ripatti, Samuli; Lehto, Kelli; Milani, Lili; Ganna, Andrea
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