RT Journal Article T1 Three genetic-environmental networks for human personality. A1 Zwir, Igor A1 Del-Val, Coral A1 Arnedo, Javier A1 Pulkki-Råback, Laura A1 Konte, Bettina A1 Yang, Sarah S A1 Romero-Zaliz, Rocio A1 Hintsanen, Mirka A1 Cloninger, Kevin M A1 Garcia, Danilo A1 Svrakic, Dragan M A1 Lester, Nigel A1 Rozsa, Sandor A1 Mesa, Alberto A1 Lyytikäinen, Leo-Pekka A1 Giegling, Ina A1 Kähönen, Mika A1 Martinez, Maribel A1 Seppälä, Ilkka A1 Raitoharju, Emma A1 de Erausquin, Gabriel A A1 Mamah, Daniel A1 Raitakari, Olli A1 Rujescu, Dan A1 Postolache, Teodor T A1 Gu, C Charles A1 Sung, Joohon A1 Lehtimäki, Terho A1 Keltikangas-Järvinen, Liisa A1 Cloninger, C Robert AB Phylogenetic, developmental, and brain-imaging studies suggest that human personality is the integrated expression of three major systems of learning and memory that regulate (1) associative conditioning, (2) intentionality, and (3) self-awareness. We have uncovered largely disjoint sets of genes regulating these dissociable learning processes in different clusters of people with (1) unregulated temperament profiles (i.e., associatively conditioned habits and emotional reactivity), (2) organized character profiles (i.e., intentional self-control of emotional conflicts and goals), and (3) creative character profiles (i.e., self-aware appraisal of values and theories), respectively. However, little is known about how these temperament and character components of personality are jointly organized and develop in an integrated manner. In three large independent genome-wide association studies from Finland, Germany, and Korea, we used a data-driven machine learning method to uncover joint phenotypic networks of temperament and character and also the genetic networks with which they are associated. We found three clusters of similar numbers of people with distinct combinations of temperament and character profiles. Their associated genetic and environmental networks were largely disjoint, and differentially related to distinct forms of learning and memory. Of the 972 genes that mapped to the three phenotypic networks, 72% were unique to a single network. The findings in the Finnish discovery sample were blindly and independently replicated in samples of Germans and Koreans. We conclude that temperament and character are integrated within three disjoint networks that regulate healthy longevity and dissociable systems of learning and memory by nearly disjoint sets of genetic and environmental influences. YR 2019 FD 2019-11-21 LK https://hdl.handle.net/10668/25661 UL https://hdl.handle.net/10668/25661 LA en DS RISalud RD Apr 11, 2025