Guillén Fernández’s research while affiliated with Radboud University Medical Centre (Radboudumc) and other places

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Publications (336)


The Effects of Childhood Adversity: Two Specific Neural Patterns
  • Literature Review

April 2025

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43 Reads

Neuroscience & Biobehavioral Reviews

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Ricardo Wennekers

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Transdiagnostic relationships between childhood adversity and cortical thickness of the rostral anterior cingulate cortex
  • Article
  • Full-text available

April 2025

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20 Reads

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1 Citation

Journal of Affective Disorders

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Stress enhances memory for previously encoded events depending on stressor recall

December 2024

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14 Reads

Learning & memory (Cold Spring Harbor, N.Y.)

Stressful events are typically well remembered, but their effects on memory for surrounding neutral events and the underlying mechanisms remain less clear. We hypothesized that stress would enhance memory for events surrounding the stressor, contingent on the memory of the stressor itself. Additionally, we predicted that memory for neutral events would be modulated by pairing them with stressor-related cues. To test these hypotheses, 122 healthy participants encoded a series of images before and after experiencing a stressful or control episode. During encoding, images were preceded by cues from stressor or control contexts. Memory for the stress or control episode and the encoded images was tested 24 h later. Our results showed enhanced memory prioritization, reflected in better memory for central versus peripheral features, for the stressful compared to the control episode. Exposure to the stressful episode further enhanced memory for neutral images preceding the stressor. However, this memory boost occurred only in participants with enhanced memory prioritization for the stressor. Memory for stimuli encoded after the stressor remained unaffected, and there was no evidence for the proposed cueing mechanism. These findings indicate that stressful events enhance memory consolidation only when these events themselves are distinctly represented in memory.


The relationship between brain structure and function during novel grammar learning across development

December 2024

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23 Reads

Cerebral Cortex

In this study, we explored the relationship between developmental differences in gray matter structure and grammar learning ability in 159 Dutch-speaking individuals (8 to 25 yr). The data were collected as part of a recent large-scale functional MRI study (Menks WM, Ekerdt C, Lemhöfer K, Kidd E, Fernández G, McQueen JM, Janzen G. Developmental changes in brain activation during novel grammar learning in 8-25-year-olds. Dev Cogn Neurosci. 2024;66:101347. https://doi.org/10.1016/j.dcn.2024.101347) in which participants implicitly learned Icelandic morphosyntactic rules and performed a grammaticality judgment task in the scanner. Behaviorally, Menks et al. (2024) showed that grammaticality judgment task performance increased steadily from 8 to 15.4 yr, after which age had no further effect. We show in the current study that this age-related grammaticality judgment task performance was negatively related to cortical gray matter volume and cortical thickness in many clusters throughout the brain. Hippocampal volume was positively related to age-related grammaticality judgment task performance and L2 (English) vocabulary knowledge. Furthermore, we found that grammaticality judgment task performance, L2 grammar proficiency, and L2 vocabulary knowledge were positively related to gray matter maturation within parietal regions, overlapping with the functional MRI clusters that were reported previously in Menks et al. (2024) and which showed increased brain activation in relation to grammar learning. We propose that this overlap in functional and structural results indicates that brain maturation in parietal regions plays an important role in second language learning.


Meta-analyses results overview
Phenogram illustrating loci associated with each of the brain volumes under study at the common genome-wide significance threshold (P < 5 × 10⁻⁸). a, Left hemisphere interior. b, Left hemisphere exterior. c, Right hemisphere interior. d, Right hemisphere exterior. e, Both hemispheres upper. The P values referenced here correspond to a two-tailed z test as implemented in the Multi-Trait Analysis of GWAS method.
Polygenic prediction in the ABCD cohort
Barplots show the variance explained by intracranial and subcortical brain volume polygenic scores using the SBayesR approach with a linear mixed-effects model implemented in GCTA for the whole sample (n = 10,440) and individuals of European (n = 5,267), non-European (n = 5,173), African-only (n = 1,833) and Asian-only (n = 152) ancestries. The P value of the association is shown at the top of each bar; those with an asterisk (*) were significant after Bonferroni multiple-testing correction (0.05/50 (total number of tests) = 1 × 10⁻³). Non-European ancestry individuals include, but are not limited to, African-only and Asian-only ancestries as individuals with admixed ancestry were also included. P values in this figure correspond to Wald tests (two-sided) derived from the linear mixed model results.
Genetic overlap with neuropsychiatric traits and disorders
Heatmap depicting genetic correlations (rG) of intracranial and subcortical brain volumes with complex human phenotypes. *P < 0.05 and **P value significant after Bonferroni multiple-testing correction (0.05/320 (total number of genetic correlation tests) = 1.56 × 10⁻⁴). Genetic correlations were estimated using LDSC. P values correspond to chi-squared tests with one degree of freedom as implemented in LDSC.
Genetic structure of subcortical brain volumes
Path diagram of a three-factor model estimated with genomic SEM. Blue rectangles represent the genetic component of each subcortical brain volume. Green circles represent latent factors. Standardized path coefficients are presented.
Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries

October 2024

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320 Reads

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4 Citations

Nature Genetics

Subcortical brain structures are involved in developmental, psychiatric and neurological disorders. Here we performed genome-wide association studies meta-analyses of intracranial and nine subcortical brain volumes (brainstem, caudate nucleus, putamen, hippocampus, globus pallidus, thalamus, nucleus accumbens, amygdala and the ventral diencephalon) in 74,898 participants of European ancestry. We identified 254 independent loci associated with these brain volumes, explaining up to 35% of phenotypic variance. We observed gene expression in specific neural cell types across differentiation time points, including genes involved in intracellular signaling and brain aging-related processes. Polygenic scores for brain volumes showed predictive ability when applied to individuals of diverse ancestries. We observed causal genetic effects of brain volumes with Parkinson’s disease and attention-deficit/hyperactivity disorder. Findings implicate specific gene expression patterns in brain development and genetic variants in comorbid neuropsychiatric disorders, which could point to a brain substrate and region of action for risk genes implicated in brain diseases.


White matter connectivity linked to novel word learning in children

September 2024

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50 Reads

Brain Structure and Function

Children and adults are excellent word learners. Increasing evidence suggests that the neural mechanisms that allow us to learn words change with age. In a recent fMRI study from our group, several brain regions exhibited age-related differences when accessing newly learned words in a second language (L2; Takashima et al. Dev Cogn Neurosci 37, 2019). Namely, while the Teen group (aged 14–16 years) activated more left frontal and parietal regions, the Young group (aged 8–10 years) activated right frontal and parietal regions. In the current study we analyzed the structural connectivity data from the aforementioned study, examining the white matter connectivity of the regions that showed age-related functional activation differences. Age group differences in streamline density as well as correlations with L2 word learning success and their interaction were examined. The Teen group showed stronger connectivity than the Young group in the right arcuate fasciculus (AF). Furthermore, white matter connectivity and memory for L2 words across the two age groups correlated in the left AF and the right anterior thalamic radiation (ATR) such that higher connectivity in the left AF and lower connectivity in the right ATR was related to better memory for L2 words. Additionally, connectivity in the area of the right AF that exhibited age-related differences predicted word learning success. The finding that across the two age groups, stronger connectivity is related to better memory for words lends further support to the hypothesis that the prolonged maturation of the prefrontal cortex, here in the form of structural connectivity, plays an important role in the development of memory.


Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries

August 2024

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163 Reads

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2 Citations

Subcortical brain structures are involved in developmental, psychiatric and neurological disorders. We performed GWAS meta-analyses of intracranial and nine subcortical brain volumes (brainstem, caudate nucleus, putamen, hippocampus, globus pallidus, thalamus, nucleus accumbens, amygdala and, for the first time, the ventral diencephalon) in 74,898 participants of European ancestry. We identified 254 independent loci associated with these brain volumes, explaining up to 35% of phenotypic variance. We observed gene expression in specific neural cell types across differentiation time points, including genes involved in intracellular signalling and brain ageing-related processes. Polygenic scores for brain volumes showed predictive ability when applied to individuals of diverse ancestries. We observed causal genetic effects of brain volumes with Parkinson’s disease and ADHD. Findings implicate specific gene expression patterns in brain development and genetic variants in comorbid neuropsychiatric disorders, which could point to a brain substrate and region of action for risk genes implicated in brain diseases.


Genetic variants for head size share genes and pathways with cancer

May 2024

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317 Reads

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4 Citations

Cell Reports Medicine

The size of the human head is highly heritable, but genetic drivers of its variation within the general population remain unmapped. We perform a genome-wide association study on head size (N = 80,890) and identify 67 genetic loci, of which 50 are novel. Neuroimaging studies show that 17 variants affect specific brain areas, but most have widespread effects. Gene set enrichment is observed for various cancers and the p53, Wnt, and ErbB signaling pathways. Genes harboring lead variants are enriched for macrocephaly syndrome genes (37-fold) and high-fidelity cancer genes (9-fold), which is not seen for human height variants. Head size variants are also near genes preferentially expressed in intermediate progenitor cells, neural cells linked to evolutionary brain expansion. Our results indicate that genes regulating early brain and cranial growth incline to neoplasia later in life, irrespective of height. This warrants investigation of clinical implications of the link between head size and cancer.


Comparative investigation of appraisal style measures in their predictive potential for stress resilience and implications for predictive modeling of resilience

March 2024

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222 Reads

Appraisal refers to the evaluation of stimuli or situations with respect to an individual’s goals and needs. Stimuli or situations that are appraised as a threat to one’ goals and needs (‘stressors’) induce stress responses (‘stress’). Stressor appraisal occurs on various dimensions, of which the magnitude or cost of a potential adverse outcome, the probability of the outcome, and an individual’s coping potential are the most important. Individuals show subjective biases on each of these dimensions, which can range from extremely unrealistically negative to extremely unrealistically positive. Positive appraisal style (PAS) is an integrative construct. Individuals with a PAS have an average tendency to appraise stressors in a realistic to mildly unrealistically positive fashion across the different stressor appraisal dimensions; hence, they typically avoid both negative and also delusionally positive appraisals. Positive appraisal style theory of resilience (PASTOR) posits that this global bias is key for stress resilience, as it enables individuals to generate stress responses when needed but also to avoid unnecessary and over-shooting stress responses that will exhaust one’s resources and prevent resource replenishment during times of severe or lasting stressor exposure. We here use data from three prospective-longitudinal studies to compare recently validated self-report instruments for PAS with existing measures of appraisal biases in single dimensions in their relative predictive potential for resilience, using regularized regression methodology. We find that one PAS instrument, reflecting a tendency to produce general positive appraisal contents (PASS-content), and an optimism instrument, supposed to reflect a positive appraisal bias on the probability dimension, are consistent predictors of resilience over long time frames and superior in this quality to the other instruments (measures of positive appraisal processes, self-efficacy, and control). Generally, our results confirm the important role of appraisal biases in resilience. Item and nomological network analyses further indicate that the PASS-content instrument may more closely reflect individual differences in appraisal than the optimism instrument and thus be well suited for mechanistically interpretable prediction models based on well-defined psychological constructs. By contrast, the optimism instrument may reflect differences in life perspectives in addition to differences in appraisal. This makes the instrument less mechanistically interpretable; however, it may be better suited for clinical prediction models aiming at individual-level prognosis on the basis of maximized explained variance.



Citations (59)


... Structural alterations have been observed in the hippocampus and amygdala, subcortical regions commonly associated with emotion regulation (Tottenham et al., 2010;Goff & Tottenham, 2015). These structures interact closely with prefrontal regions-notably the medial and lateral orbitofrontal cortices (mOFC, lOFC) and the rostral anterior cingulate cortex (rACC)-which are critical for affective evaluation, behavioral inhibition, and top-down regulation of emotional responses (Teicher et al., 2016;van Oort et al., 2025;Stinson et al., 2023). Likely related to these structural changes, ACEs have also been associated with altered functional connectivity in these emotion-regulation circuits. ...

Reference:

Sex-Specific Effects of Adverse Childhood Experiences on Adolescent Brain Development: Insights from the ABCD Study
Transdiagnostic relationships between childhood adversity and cortical thickness of the rostral anterior cingulate cortex

Journal of Affective Disorders

... We used GWAS summary statistics for intracranial and nine subcortical RBVs, including those of the caudate nucleus, hippocampus, brainstem, ventral diencephalon, thalamus, globus pallidus, putamen, nucleus accumbens and amygdala (García-Marín et al. 2024). Briefly, GWAS meta-analyses were performed using MTAG (Turley et al. 2018) by leveraging magnetic resonance imaging (MRI) data in up to 74,898 individuals of European ancestry from several international datasets, including the UK Biobank (Elliott et al. 2018) and ABCD (Feldstein Ewing et al. 2018) cohorts and the ENIGMA (Medland et al. 2022) and CHARGE (Thompson 2015) consortia. ...

Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries

Nature Genetics

... Details on data processing, quality control, and imputation in this cohort can be found elsewhere (61). Following genotype imputation, genotype dosage data was used to calculate polygenic load for each participant based on the results of the following Genome-wide association studies (GWAS): schizophrenia (62), bipolar disorder (63), educational attainment, volumetric analyses of subcortical areas (putamen, hippocampus, thalamus) and ICV (64). Posterior single nucleotide polymorphism effect sizes were inferred under continuous shrinkage priors using PRS-CS (65), with the global shrinkage parameter (phi) estimated through a fully Bayesian approach (auto mode). ...

Genomic analysis of intracranial and subcortical brain volumes yields polygenic scores accounting for variation across ancestries

... pathways. In particular, gene set enrichment analysis of the head circumference variants found several enriched gene sets in various cancers and the p53, Wnt, and ErbB signaling pathways (Supplementary Table S1) [4]. In addition, a few studies have previously reported an association between head size at birth and the risk of developing certain types of cancer later in life [5][6][7]. ...

Genetic variants for head size share genes and pathways with cancer

Cell Reports Medicine

... Specifically, the Schema-Linked Interactions between Medial prefrontal and Medial temporal regions (SLIMM) model (van Kesteren et al., 2012) has identified HC-mPFC interactions as important for the influence of existing knowledge on encoding, consolidation, and retrieval processes. According to this model, the HC can be seen as a register that stores the links to several parts of a memory, which is particularly important for novel (rather than schematic) memories (van Kesteren et al., 2017). In contrast, the mPFC helps integrating new memories with the existing knowledgebase. ...

How neuroscience can inform education: A case for prior knowledge effects on memory
  • Citing Chapter
  • December 2017

... For the Brain Circuits and Simulation session, Roshan Cools (HBP lead scientist) gave a lecture on the Chemistry of the Adaptive Mind from the angle of striatal dopamine, describing how dopamine (DA) is related to various aspects of human life and the clinical problem inherent to the huge interindividual variability in its effects . By combining psychopharmacology, fMRI, PET imaging and computational modeling of behavioral responses with a model of striatal DA, the project demonstrated that interindividual variability in response to catecholaminergic drug depends on individual differences in baseline DA synthesis capacity (Aarts et al., 2021;Rostami Kandroodi et al., 2021;van den Bosch et al., 2022). Future directions include importing this 100 subjects database into the EBRAINS Knowledge Graph for its use in a model simulating dopamine drug effects on human cognition. ...

Correction: Protocol of the Healthy Brain Study: An accessible resource for understanding the human brain and how it dynamically and individually operates in its bio-social context

... Its specific function has been linked to the integration of visual information with more abstract representations, facilitating cognitive processes, such as episodic memory and spatial navigation (Villena-Gonzalez et al., 2018). In addition, it is notable for its role in integrating new associative memories within preexisting schemas, a skill that contributes to the more complex ability of cognitive flexibility (Takeuchi et al., 2022). ...

Brain region networks for the assimilation of new associative memory into a schema

Molecular Brain

... A project that will directly benefit from this dataset and our subsequent work is the Healthy Brain Study (HBS), a longitudinal study conducted by multiple research centers based in the Radboud University campus, Nijmegen, the Netherlands [37]. HBS is one of the largest studies to date involving healthy participants. ...

Protocol of the Healthy Brain Study: An accessible resource for understanding the human brain and how it dynamically and individually operates in its bio-social context

... The hippocampus is affected by stress, in particular early life adversity, which can have lasting effects on its structure and function 75,76 . It is therefore an important subcortical region not included a priori here. ...

Mild early‐life stress exaggerates the impact of acute stress on corticolimbic resting‐state functional connectivity

... Even though there was no significant improvement on information processing speed via SDMT, the results of the FAB test showed significant differences on the frontal lobe functions after BR-CT supplementation (+ 2.57%; d unb = 0.314). The executive, abstraction and re-elaboration skills are characteristics of the frontal area and are also fundamental in the research processes of the most suitable strategies for memorization processes [66,67]. Moreover, our neuropsychological measure of verbal fluency (COWAT/FAS) presented a clinically significant improvement after the administration of the BR-CT supplement (+ 11.16%; d unb = 0.403). ...

Differences in executive abilities rather than associative processes contribute to memory development