Evidence map›Paper›PMID 31748689›Full record

ArticleMolecular psychiatry2021

Three genetic-environmental networks for human personality.

Igor Zwir, Coral Del-Val, Javier Arnedo, Laura Pulkki-Råback, Bettina Konte, Sarah S Yang, Rocio Romero-Zaliz, Mirka Hintsanen, Kevin M Cloninger, Danilo Garcia and 20 more

Open access · hybridAbstract read
In one paragraph

Article in Molecular psychiatry, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 37 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
37citing papers in PubMed, 2 pooled it
12.1field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

37 citing papers in PubMed, 2 syntheses or guidelines pooled it, 96 citations in OpenAlex.

  1. Pooled it
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  7. Perceptions of Monica Geller inBehavioral sciences (Basel, Switzerland) · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

30 authors at 12 institutions in 6 countries.

Igor Zwir *Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Coral Del-Val *Department of Computer Science, University of Granada, Granada, Spain.
Javier ArnedoDepartment of Computer Science, University of Granada, Granada, Spain.
Laura Pulkki-RåbackDepartment of Psychology and Logopedics, University of Helsinki, Helsinki, Finland.
Bettina KonteDepartment of Psychiatry, Martin-Luther-University Halle-Wittenberg, Halle, Germany.ORCID http://orcid.org/0000-0001-5287-308X
Sarah S YangDepartment of Epidemiology, and Institute of Health and Environment, School of Public Health, Seoul National University, Seoul, Korea.
Rocio Romero-ZalizDepartment of Computer Science, University of Granada, Granada, Spain.
Mirka HintsanenUnit of Psychology, Faculty of Education, University of Oulu, Oulu, Finland.
Kevin M CloningerAnthropedia Foundation, St. Louis, MO, USA.
Danilo GarciaDepartment of Psychology, University of Gothenburg, Gothenburg, Sweden.ORCID http://orcid.org/0000-0003-3356-4454
Dragan M SvrakicDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Nigel LesterDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Sandor RozsaDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Alberto MesaDepartment of Computer Science, University of Granada, Granada, Spain.
Leo-Pekka LyytikäinenDepartment of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Ina GieglingDepartment of Psychiatry, Martin-Luther-University Halle-Wittenberg, Halle, Germany.
Mika KähönenDepartment of Clinical Physiology Tampere University Hospital, and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Maribel MartinezDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Ilkka SeppäläDepartment of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.ORCID http://orcid.org/0000-0002-5595-2573
Emma RaitoharjuDepartment of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Gabriel A de ErausquinThe Glenn Biggs Institute of Alzheimer's and Neurodegenerative Disorders, Long School of Medicine, University of Texas Heath San Antonio, San Antonio, TX, USA.
Daniel MamahDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Olli RaitakariDepartment of Clinical Physiology and Nuclear Medicine, Turku University Hospital, Turku, Finland.
Dan RujescuDepartment of Psychiatry, Martin-Luther-University Halle-Wittenberg, Halle, Germany.
Teodor T PostolacheDepartment of Psychiatry, School of Medicine, University of Maryland, Baltimore, MD, USA.
C Charles GuDivision of Biostatistics, School of Medicine, Washington University, St. Louis, MO, USA.
Joohon SungDepartment of Epidemiology, and Institute of Health and Environment, School of Public Health, Seoul National University, Seoul, Korea.
Terho LehtimäkiDepartment of Clinical Chemistry, Fimlab Laboratories, and Finnish Cardiovascular Research Center-Tampere, Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland.
Liisa Keltikangas-JärvinenDepartment of Psychology and Logopedics, University of Helsinki, Helsinki, Finland.
C Robert CloningerDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA. crcloninger44@gmail.com.ORCID http://orcid.org/0000-0003-3096-4807
Washington University in St. Louis · USUniversidad de Granada · ESTampere University · FIMartin Luther University Halle-Wittenberg · DESeoul National University · KRUniversity of Helsinki · FIInstitute for Neurodegenerative Disorders · USRegion Blekinge · SETampere University Hospital · FIUniversity of Maryland, Baltimore · USUniversity of Oulu · FIUniversity of Turku · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Indexed as

CharacterGenome-Wide Association StudyHumansPersonalityPersonality InventoryPhylogenyTemperament

Identifiers

PMID31748689
PMCPMC8550959
OpenAlexW2991146089

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.