Publications by authors named "Piotr Jaholkowski"

Somatic symptom and related disorders (SSRD) are characterized by a mixture of neurological and psychiatric features and include functional neurological (FND) and somatic symptom disorders (SomD). While these complex neuropsychiatric disorders show evidence of genetic susceptibility, there are no genome-wide association studies (GWAS) of SSRD, and the heritability is unknown. We did a GWAS of a total of 22,203 patients with SSRD, and 1,831,107 controls of European ancestry.

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Background: Adolescent self-reported psychotic experiences are associated with mental illness and could help guide prevention strategies. Youth report substantially more experiences than adults. However, with large societal changes like the digital revolution and COVID-19 pandemic, existing questionnaires may no longer accurately capture youth experiences.

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Severe mental disorders have been linked to immune system dysfunction. While a genetic association between mental disorders and autoimmune diseases has been suggested, their genetic relationship remains incompletely understood. Utilizing a complementary set of statistical analyses, we conducted a comprehensive investigation of the genetic architecture between severe mental disorders (major depression (MD), bipolar disorder (BD), and schizophrenia (SCZ)) and seven autoimmune diseases (autoimmune thyroiditis, celiac disease, inflammatory bowel disease (IBD), multiple sclerosis, psoriasis, rheumatoid arthritis, and type 1 diabetes), involving a total of 667,518 cases from 10 genome-wide association studies.

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There is a need for improved early psychosis detection beyond the traditional clinical high-risk strategy. Using the Norwegian Mother, Father and Child cohort study, we examined the predictive ability of self-reported psychotic experiences (Community Assessment of Psychic Experiences; CAPE) at age 14, in addition to general mental health factors, parent and childhood psychiatric diagnoses, schizophrenia polygenic risk scores, and birth-related factors, to predict subsequent psychosis onset using three machine learning approaches for imbalanced data. We explored also a multimodal prediction framework.

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Background: Severe psychiatric disorders are frequently comorbid with lung function decline and asthma. Despite their considerable heritability, the genetic relationships between them are unclear.

Methods: We investigated the shared genetic architecture for three severe psychiatric disorders (schizophrenia, bipolar disorder, and anorexia nervosa) with lung function and asthma using results from genome-wide association studies.

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Background: Juvenile idiopathic arthritis (JIA) is an immune-mediated pediatric disease believed to result from a complex interplay of genetic and environmental factors. Genome-wide association studies have enabled calculation of polygenic risk scores (PRS) for JIA. Understanding how the PRS associates with JIA and whether it performs similarly across sexes is essential for its utility in future studies.

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Linear mixed-effects (LME) models are commonly used for analyzing longitudinal data. However, most applications of LME models rely on random intercepts or simple, e.g.

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Objectives: Based on clinical, biomarker, and genetic data, McGonagle and McDermott suggested that autoimmune and autoinflammatory disorders can be classified as a disease continuum from purely autoimmune to autoinflammatory with mixed diseases in between. However, the genetic architecture of this spectrum has not been systematically described. Here, we investigate the continuum of polygenic immune-mediated disorders using genome-wide association studies (GWAS) and statistical genetics methods.

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Antisocial behaviour (ASB) involves persistent irresponsible, delinquent activities violating rights and safety of others. A meta-analysis of genome-wide association studies revealed significant genetic associations with ASB, yet their brain expression patterns and behavioural relevance remain unclear. Our investigation of fifteen genes associated with ASB examined their biological role and distribution across tissues, integrating post-mortem brain sample data from the Allen-Human-Brain Atlas and the Genotype-Tissue Expression project.

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Background: Externalizing and internalizing pathways may lead to the development of substance use behaviors (SUBs) and substance use disorders (SUDs), which are all heritable phenotypes. Genetic correlation studies have indicated differences in the genetic susceptibility between SUBs and SUDs. We investigated whether these substance use phenotypes are differently related to externalizing and internalizing problems at a genetic level.

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Importance: Clinical diagnoses of psychiatric disorders are associated with cardiometabolic diseases (CMDs) such as type 2 diabetes and ischemic heart diseases. Studying how genetic liability for psychiatric disorders relate to CMD risk will offer novel insight into the relationship between psychiatric disorders and CMDs.

Objective: To evaluate the associations between psychiatric polygenic risk scores (PRSs) and clinically diagnosed CMDs while accounting for cross-disorder pleiotropy.

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Objectives: Juvenile idiopathic arthritis (JIA) originates from a complex interplay between genetic and environmental factors. We investigated the association between seafood intake and dietary contaminant exposure during pregnancy and JIA risk, to identify sex differences and gene-environment interactions.

Methods: We used the Norwegian Mother, Father, and Child Cohort Study (MoBa), a population-based prospective pregnancy cohort (1999-2008).

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The observation that the risk of developing Alzheimer's disease is reduced in individuals with high premorbid cognitive functioning, higher educational attainment, and occupational status has led to the 'cognitive reserve' hypothesis. This hypothesis suggests that individuals with greater cognitive reserve can tolerate a more significant burden of neuropathological changes before the onset of cognitive decline. The underpinnings of cognitive reserve remain poorly understood, although a shared genetic basis between measures of cognitive reserve and Alzheimer's disease has been suggested.

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Article Synopsis
  • The study highlights the extensive overlap between anxiety disorders (ANX) and major depression (MD), suggesting that most genetic analyses fail to account for this comorbidity, potentially skewing results.
  • The research objective is to clarify the genetic and causal relationships between ANX and MD by performing disorder-specific analyses using data from large cohorts like the UK Biobank and Norwegian MoBa.
  • Findings show that ANX and MD have a lower genetic correlation when considered separately (0.53) compared to when they are comorbid (0.90), along with evidence of bidirectional causality in comorbid cases, indicating more complex interactions than previously understood.
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  • Childhood and adolescence often see the emergence of mood and anxiety disorders, with overlapping genetic factors potentially influencing emotional and behavioral difficulties.
  • The study analyzed data from over 54,000 children in the Norwegian Mother, Father, and Child Cohort to discern how genetic predispositions (polygenic scores) relate to development patterns of these disorders.
  • Results indicated that higher genetic risk correlates with a baseline increase and accelerated progression of behavioral issues, while specific genetic profiles linked uniquely to certain emotional disorders were identified.
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Objective: We aimed to investigate the incidence of juvenile idiopathic arthritis (JIA) in the three geographic regions of Norway and whether potential regional incidence differences are explained by environmental or genetic factors across regions.

Methods: We conducted a register-based cohort study including all Norwegian children born from 2004 to 2019, with follow-up throughout 2020. The JIA diagnosis, defined by at least two International Classification of Diseases, Tenth Revision codes for JIA, was validated against medical records.

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Background: Genetics has the potential to inform biologically relevant drug treatment and repurposing which may ultimately improve patient care. In this study, we combine methods which leverage the genetics of psychiatric disorders to prioritize potential drug targets and compounds.

Methods: We used the largest available genome-wide association studies, in European ancestry, of four psychiatric disorders [i.

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  • The basal ganglia are brain structures that play key roles in motor control, cognition, and emotion, and this study explored their genetic architecture through genome-wide association studies (GWAS) involving over 34,000 European participants.
  • The research identified 72 genetic loci linked to basal ganglia volumes, with 50 of these being new discoveries, and highlighted a significant genetic overlap with disorders like Parkinson's and Alzheimer's disease.
  • Findings suggest potential causal relationships where larger striatal volumes may contribute to Parkinson's disease risk, while certain genetic factors may influence the size of other basal ganglia components, advancing understanding of their implications in neurological conditions.
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  • The study aimed to identify genetic factors linked to anxiety disorders and how they overlap with other psychiatric disorders, using a large sample from various studies.
  • Researchers found that anxiety has a complex genetic architecture involving around 12,900 genetic variants, with significant overlap with disorders like schizophrenia and major depression, among others.
  • The findings revealed 119 new genetic loci associated with anxiety, suggesting potential biological pathways for developing new treatments and explaining the frequent co-occurrence of anxiety with other psychiatric conditions.
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Background: Adolescent self-reported psychotic experiences are associated with mental illness and could help guide prevention strategies. The Community Assessment of Psychic Experiences (CAPE) was developed over 20 years ago. In a rapidly changing society, where new generations of adolescents are growing up in an increasingly digital world, it is crucial to ensure high reliability and validity of the questionnaire.

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Comorbidities are an increasing global health challenge. Accumulating evidence suggests overlapping genetic architectures underlying comorbid complex human traits and disorders. The bivariate causal mixture model (MiXeR) can quantify the polygenic overlap between complex phenotypes beyond global genetic correlation.

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Article Synopsis
  • Opioid use disorder (OUD) is linked to lower cognitive function, and recent studies suggest a genetic connection between the two issues.
  • This research used advanced genetic models to explore the overlap between OUD and cognitive ability, leading to the discovery of specific genetic variants.
  • The study found that approximately 94% of variants related to OUD also impact cognitive function, identifying new risk loci that involve biological processes in the brain's basal ganglia.
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Genomic prediction of antipsychotic dose and polypharmacy has been difficult, mainly due to limited access to large cohorts with genetic and drug prescription data. In this proof of principle study, we investigated if genetic liability for schizophrenia is associated with high dose requirements of antipsychotics and antipsychotic polypharmacy, using real-world registry and biobank data from five independent Nordic cohorts of a total of N = 21,572 individuals with psychotic disorders (schizophrenia, bipolar disorder, and other psychosis). Within regression models, a polygenic risk score (PRS) for schizophrenia was studied in relation to standardized antipsychotic dose as well as antipsychotic polypharmacy, defined based on longitudinal prescription registry data as well as health records and self-reported data.

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Conduct disorder (CD), a common mental disorder in children and adolescents, is characterized by antisocial behavior. Despite similarities with antisocial personality disorder (ASPD) and possible diagnostic continuity, CD has been shown to precede a range of adult-onset mental disorders. Additionally, little is known about the putative shared genetic liability between CD and adult-onset mental disorders and the underlying gene-environment interplay.

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