Birgitte Fagerlund’s research while affiliated with University of Copenhagen and other places

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Publications (167)


Fig. 2 Grouped distribution of risk factors for the Metropolit study participants. The left panel presents a bar plot of familial health history, the middle panel displays a bar plot of lifestyle factors, and the right panel features a violin plot of individual measures
Fig. 3 Violin plots of two regional MRI volumes at different visits of the participants
Fig. 4 Violin plots of the regional EEG powers (logarithmic) at different visits of the participants
Fig. 6 Two EEG measure trajectories (logarithmic) grouped using the cognitive clusters. The error bars represent the 95% confidence interval for the population standard deviation per visit
Fig. 7 Two MRI volume trajectories grouped using the cognitive clusters. The error bars represent the 95% confidence interval for the population standard deviation per visit

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Cognitive aging and reserve factors in the Metropolit 1953 Danish male cohort
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November 2024

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5 Reads

GeroScience

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Aftab Bakhtiari

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Identifying early predictors of cognitive decline and at-risk individuals is essential for timely intervention and prevention of dementia. This study aimed to detect neurobiological changes and factors related to cognitive performance in the Metropolit 1953 Danish male birth cohort. We analyzed data from 582 participants, aged 57–68 years, using machine learning techniques to group cognitive trajectories into four clusters differentiating high- and low-performing groups. These clusters were then evaluated with MRI, EEG, and lifestyle/familial risk factors to identify predictors of cognitive decline. Low education and occupation, alcohol consumption, and type 2 diabetes were associated with lower cognitive performance. Declines in neocortical volume and increases in frontotemporal alpha and temporoparietal gamma activity preceded clinical symptoms of cognitive decline. Neocortical atrophy and disruptions in network activity were prominent in lower-performing groups, with higher education and IQ scores and a lower prevalence of lifestyle factors moderating cognitive decline.

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Figure 1. Forrest plots of early risk factors. Legend: Forrest plots showing odds ratios from logistic regression models of A) healthy controls versus patients, and B) within the patient group between child-onset and adult-onset cases. Adjusting for age did not change the findings (estimates not shown).
Figure 2. SHAP plots of early risk factors. Legend: SHAP plots from decision tree analyses showing the relative importance of each variable for the classification. A) healthy controls versus patients, and B) within the patient group between child-onset and adult-onset cases. Because of a very skewed amount of missing data between child vs adult patient groups, Apgar scores, paternal age and gestational age were removed from the decision tree analyses resulting in fewer variables in panel B.
Impact of early risk factors on schizophrenia risk and age of diagnosis: A Danish population-based register study

September 2024

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21 Reads

European Psychiatry

Background While several risk factors for schizophrenia have been identified, their individual impacts are rather small. The relative independent and cumulative impacts of multiple risk factors on disease risk and age of onset warrant further investigation. Study design We conducted a register-based case–control study including all individuals receiving a schizophrenia spectrum disorder in Denmark from 1973 to 2018 ( N = 29,142), and a healthy control sample matched 5:1 on age, sex, and parental socioeconomic status ( N = 136,387). Register data included parental history of psychiatric illness, birth weight, gestational age, season of birth, population density of birthplace, immigration, paternal age, and Apgar scores. Data were analysed using logistic regression and machine learning. Results Parental history of psychiatric illness (OR = 2.32 [95%CI 2.21–2.43]), high paternal age (OR = 1.30 [1.16–1.45]), and low birth weight (OR = 1.28 [1.16–1.41]) increased the odds of belonging to the patient group. In contrast, being a second-generation immigrant (OR = 0.65 [0.61–0.69]) and high population density of the birthplace (OR = 0.92 [0.89–0.96]) decreased the odds. The findings were supported by a decision tree analysis where parental history, paternal age, and birth weight contributed most to diagnostic classification (ACC test = 0.69, AUC test = 0.59, p < 0.001). Twenty percent of patients were child-onset cases. Here, female sex (OR = 1.82 [1.69–1.97]) and parental psychiatric illness (OR = 1.62 [1.49–1.77]) increased the odds of receiving the diagnosis <18 years. Conclusion Multiple early factors contribute independently to a higher psychosis risk, suggesting cumulative effects leading to symptom onset. Routine assessments of the most influential risk factors could be incorporated into clinical practise. Being female increased the risk of diagnosis during childhood, suggesting sex differences in the developmental trajectories of the disorder.




Sociodemographic, clinical, and cognitive data.
Structural and functional connectivity in relation to executive functions in antipsychotic-naïve patients with first episode schizophrenia and levels of glutamatergic metabolites

August 2024

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32 Reads

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1 Citation

Schizophrenia

Patients with schizophrenia exhibit structural and functional dysconnectivity but the relationship to the well-documented cognitive impairments is less clear. This study investigates associations between structural and functional connectivity and executive functions in antipsychotic-naïve patients experiencing schizophrenia. Sixty-four patients with schizophrenia and 95 matched controls underwent cognitive testing, diffusion weighted imaging and resting state functional magnetic resonance imaging. In the primary analyses, groupwise interactions between structural connectivity as measured by fixel-based analyses and executive functions were investigated using multivariate linear regression analyses. For significant structural connections, secondary analyses examined whether functional connectivity and associations with executive functions also differed for the two groups. In group comparisons, patients exhibited cognitive impairments across all executive functions compared to controls (p < 0.001), but no group difference were observed in the fixel-based measures. Primary analyses revealed a groupwise interaction between planning abilities and fixel-based measures in the left anterior thalamic radiation (p = 0.004), as well as interactions between cognitive flexibility and fixel-based measures in the isthmus of corpus callosum and cingulum (p = 0.049). Secondary analyses revealed increased functional connectivity between grey matter regions connected by the left anterior thalamic radiation (left thalamus with pars opercularis p = 0.018, and pars orbitalis p = 0.003) in patients compared to controls. Moreover, a groupwise interaction was observed between cognitive flexibility and functional connectivity between contralateral regions connected by the isthmus (precuneus p = 0.028, postcentral p = 0.012), all p-values corrected for multiple comparisons. We conclude that structural and functional connectivity appear to associate with executive functions differently in antipsychotic-naïve patients with schizophrenia compared to controls.


Trial flow chart
Cerebral blood flow and cognition after 3 months tadalafil treatment in small vessel disease (ETLAS-2): study protocol for a randomized controlled trial

August 2024

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36 Reads

Trials

Background Targeted treatment is highly warranted for cerebral small vessel disease, a causal factor of one in four strokes and a major contributor to vascular dementia. Patients with cerebral small vessel disease have impaired cerebral blood flow and vessel reactivity. Tadalafil is a specific phosphodiesterase 5 inhibitor shown to improve vascular reactivity in the brain. Methods The ETLAS-2 trial is a phase 2 double-blind, randomized placebo-controlled, parallel trial with the feasibility of tadalafil as the primary outcome. The trial aims to include 100 patients with small vessel occlusion stroke or transitory ischemic attacks and signs of cerebral small vessel disease more than 6 months before administration of study medication. Patients are treated for 3 months with tadalafil 20 mg or placebo daily and undergo magnetic resonance imaging (MRI) to evaluate changes in small vessel disease according to the STandards for ReportIng Vascular changes on nEuroimaging (STRIVE) criteria as well as cerebral blood flow, cerebrovascular reactivity, and neurovascular coupling in a functional MRI sub-study. The investigation includes comprehensive cognitive testing using paper–pencil tests and Cambridge Neuropsychological Test Automated Battery (CANTAB) tests in a cognitive sub-study. Discussion The ETLAS-2 trial tests the feasibility of long-term treatment with tadalafil and explores vascular and cognitive effects in cerebral small vessel disease in trial sub-studies. The study aims to propose a new treatment target and improve the understanding of small vessel disease. Currently, 64 patients have been included and the trial is estimated to be completed in the year 2024. Trial registration Clinicaltrials.gov, NCT05173896. Registered on 30 December 2021.


Exclusion criteria 1 Known diagnosis of dementia or under investigation for dementia
Cerebral blood flow and cognition after three months tadalafil treatment in small vessel disease (ETLAS-2): study protocol for a randomized controlled trial.

April 2024

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9 Reads

Background: Targeted treatment is highly warranted for cerebral small vessel disease, a causal factor of one in four strokes and a major contributor to vascular dementia. Patients with cerebral small vessel disease have impaired cerebral blood flow and vessel reactivity. Tadalafil is a specific phosphodiesterase 5 inhibitor shown to improve vascular reactivity in the brain. Methods: The ETLAS-2 trial is a phase 2 double-blind, randomized placebo-controlled, parallel trial with feasibility of tadalafil as the primary outcome. The trial aims to include 100 patients with small vessel occlusion stroke or transitory ischemic attacks and signs of cerebral small vessel disease more than six months before administration of study medication. Patients are treated for three months with tadalafil 20 mg or placebo daily and undergo magnetic resonance imaging (MRI) to evaluate changes in small vessel disease according to the Standards for ReportIng Vascular changes on nEuroimaging (STRIVE) criteria as well as cerebral blood flow, cerebrovascular reactivity, and neurovascular coupling in a functional MRI sub-study. The investigation includes comprehensive cognitive testing using paper-pencil tests and Cambridge Neuropsychological Test Automated Battery (CANTAB)-tests in a cognitive sub-study. Discussion: The ETLAS-2 trial tests the feasibility of long-term treatment with tadalafil and explores vascular and cognitive effects in cerebral small vessel disease in trial sub-studies. The study aims to propose a new treatment target and improve the understanding of small vessel disease. Currently, 64 patients have been included and the trial is estimated to be completed in year 2024. Trial registration: The trial is registered at clinicaltrials.gov (NCT05173896).



An Unhealthy Dietary Pattern during Pregnancy is Associated with Neurodevelopmental Disorders in Childhood and Adolescence

March 2024

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15 Reads

Despite the high prevalence of neurodevelopmental disorders, there are a lack of clinical studies examining the impact of pregnancy diet on child neurodevelopment. This observational clinical study examined the associations between pregnancy dietary patterns and neurodevelopmental diagnoses, as well as their symptoms, in a prospective cohort of 10-year-old children (n=508). Data-driven dietary patterns were derived from self-reported food frequency questionnaires. An Unhealthy dietary pattern in pregnancy (per SD change) was significantly associated with attention deficit hyperactivity disorder (ADHD) OR 1.66 [1.21 - 2.27], p=0.002 and autism diagnosis OR 2.22 [1.33 - 3.74], p=0.002 and associated symptoms p<0.001. Findings for ADHD were validated in two large (n=656, n=348), independent mother-child cohorts via blood metabolome modelling. Objective metabolite scores, assessed at five timepoints in mothers and children in two independent mother-child cohorts, indicated that the strongest association with ADHD was during early- to mid- pregnancy. These results provide evidence for targeted prenatal dietary interventions to prevent neurodevelopmental disorders in children.



Citations (71)


... For example, the clinical group may be diffuse and heterogeneous due to comorbidity and to a convergence of different pathophysiological pathways on the same symptoms. In line with this, there has been considerable effort invested in finding subgroups of patients based on cognition or symptoms over the last 50 years and many putative stratifications have been proposed [14][15][16][17][18][19][20] , yet none have advanced beyond proof-of-concept. We have suggested that one of the main reasons is that clustering algorithms always yield a result, regardless of whether clearly defined clusters are evident in the data, resulting in ill-defined and poorly replicated subtypes. ...

Reference:

Learning latent profiles via cognitive growth charting in psychosis: design and rationale for the PRECOGNITION project
Cognitive profiles across the psychosis continuum
  • Citing Article
  • September 2024

... Параноидная шизофрения сохраняет свои лидирующие позиции среди психических расстройств, отличаясь полиморфизмом клинических проявлений и резистентностью к проводимой терапии. Большая часть современных исследований посвящена изучению негативных расстройств, в частности нейрокогнитивных нарушений процессуального характера [1][2][3][4][5][6][7][8][9][10][11][12]. Широко изучаются возможные патоморфологические изменения, нарушения функций нейромедиаторных систем [13,14]. ...

Structural and functional connectivity in relation to executive functions in antipsychotic-naïve patients with first episode schizophrenia and levels of glutamatergic metabolites

Schizophrenia

... 3. Whereas the indication of CLZ in children and adolescents with schizophrenia is well established 12 , that is not the case for CLZ off-label indications, such as the present case. Among other potential factors, CLZ might display a heterogeneous and unexpected side effect profile, which are not necessarily explained by ancestry or its pharmacological properties 13 . ...

Identification and treatment of individuals with childhood-onset and early-onset schizophrenia
  • Citing Article
  • March 2024

European Neuropsychopharmacology

... Mitochondrial hypermetabolism has been reported to be an early event in the AD cascade, preceding synaptic dysfunction and cognitive decline in mice models and human patients (Bakhtiari et al., 2024;Naia et al., 2023). We thus set out to examine the effects of TNF⍺-driven dyshomeostasis on key parameters of mitochondrial respiration (Figure 3F-H). ...

Early cerebral amyloid-β accumulation and hypermetabolism are associated with subtle cognitive deficits before accelerated cerebral atrophy

GeroScience

... Prior studies have linked neurodevelopment, and in particular ASD diagnosis, to Vitamin D deficiency during pregnancy and early childhood 20,21,24,25,56 . The underlying molecular mechanisms remain poorly understood, but a key role for neurotransmitter metabolism has been recently suggested 25,27,28,56 . ...

High-dose vitamin D3 supplementation in pregnancy and risk of neurodevelopmental disorders in the children at age 10 - A randomized clinical trial
  • Citing Article
  • December 2023

American Journal of Clinical Nutrition

... Vice versa, if we look at one group factors, e.g., maternal immune activation (MIA) initiated by viruses, bacteria, fungi, autoimmune conditions, they can play a role in a variety of childhood-or adulthood-onset of disorders, as depicted in Figure 1. They include autism [12][13][14][15], schizophrenia [4,15,[168][169][170], bipolar disorder [16], depression [17][18][19], anxiety disorder [20], attention deficit-hyperreactivity disorder [21], obsessivecompulsive disorder [22], Tourette's syndrome [23], epilepsy [24,25], multiple sclerosis [26], Parkinson's disease and Alzheimer disease [27]. ...

Maternal inflammation during pregnancy is associated with risk of ADHD in children at age 10
  • Citing Article
  • October 2023

Brain Behavior and Immunity

... However, in our analysis, we relied on Spearman correlations with symptom counts in the K-SADS screening module to measure severity rather than categorical diagnosis. We believe that it is still a valid, possibly more conservative, measure of the relationship with childhood symptomatology, as demonstrated for attentional deficit hyperactivity disorder (Hagstrøm et al., 2024). Thirdly, we used retrospective life event measures for childhood events, which are subject to potential bias. ...

Dimensional profiling of psychopathology in children and adolescents based on the K-SADS-PL and an analysis of the construct validity of two ADHD symptom dimensions
  • Citing Article
  • September 2023

Nordic Journal of Psychiatry

... Finally, standardized values (Z -scores) of the power spectral densities (PSDs) were calculated for five main brain regions: temporal, frontal, parietal, central, and occipital. Further methodological details can be found in [42]. ...

Power and distribution of evoked gamma oscillations in brain aging and cognitive performance

GeroScience

... Numerous studies have indicated abnormal connectivity within the default mode network (DMN) in individuals with schizophrenia, with a particular focus on the connectivity between different large-scale networks such as the DMN, the central-executive network, and the salience network. 10 Previous evidence has suggested that antipsychotics may normalize cortico-striatal functional connectivity and modulate DMN connectivity. 11 However, the effects of NIBS on restoring functional connectivity are not well understood. ...

Clustering of antipsychotic-naïve patients with schizophrenia based on functional connectivity from resting-state electroencephalography

European Archives of Psychiatry and Clinical Neuroscience

... Our findings align with our previous study, where we observed relatively stable cognitive performance but a notable posterior-anterior shift of evoked gamma power between the ages of 63-68 years [42]. During this period, progressive atrophy of the hippocampus was observed and correlated with visual and verbal memory decline [69]. ...

Changes in hippocampal volume during a preceding 10-year period do not correlate with cognitive performance and hippocampal blood‒brain barrier permeability in cognitively normal late-middle-aged men

GeroScience