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Article ; Online: Opportunities for increased reproducibility and replicability of developmental neuroimaging.

Klapwijk, Eduard T / van den Bos, Wouter / Tamnes, Christian K / Raschle, Nora M / Mills, Kathryn L

2020 Volume 47, Page(s) 100902

Abstract: Many workflows and tools that aim to increase the reproducibility and replicability of research findings have been suggested. In this review, we discuss the opportunities that these efforts offer for the field of developmental cognitive neuroscience, in ... ...

Abstract	Many workflows and tools that aim to increase the reproducibility and replicability of research findings have been suggested. In this review, we discuss the opportunities that these efforts offer for the field of developmental cognitive neuroscience, in particular developmental neuroimaging. We focus on issues broadly related to statistical power and to flexibility and transparency in data analyses. Critical considerations relating to statistical power include challenges in recruitment and testing of young populations, how to increase the value of studies with small samples, and the opportunities and challenges related to working with large-scale datasets. Developmental studies involve challenges such as choices about age groupings, lifespan modelling, analyses of longitudinal changes, and data that can be processed and analyzed in a multitude of ways. Flexibility in data acquisition, analyses and description may thereby greatly impact results. We discuss methods for improving transparency in developmental neuroimaging, and how preregistration can improve methodological rigor. While outlining challenges and issues that may arise before, during, and after data collection, solutions and resources are highlighted aiding to overcome some of these. Since the number of useful tools and techniques is ever-growing, we highlight the fact that many practices can be implemented stepwise.
MeSH term(s)	Cognitive Neuroscience ; Humans ; Neuroimaging ; Reproducibility of Results
Language	English
Publishing date	2020-12-17
Publishing country	Netherlands
Document type	Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Review
ZDB-ID	2572271-2
ISSN	1878-9307 ; 1878-9307
ISSN (online)	1878-9307
ISSN	1878-9307
DOI	10.1016/j.dcn.2020.100902
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Article ; Online: Neural systems involved in moral judgment and moral action.

Will, Geert-Jan / Klapwijk, Eduard T

The Journal of neuroscience : the official journal of the Society for Neuroscience

2014 Volume 34, Issue 32, Page(s) 10459–10461

MeSH term(s)	Brain/physiology ; Female ; Humans ; Judgment/physiology ; Male ; Morals ; Social Justice
Language	English
Publishing date	2014-08-06
Publishing country	United States
Document type	Journal Article ; Comment
ZDB-ID	604637-x
ISSN	1529-2401 ; 0270-6474
ISSN (online)	1529-2401
ISSN	0270-6474
DOI	10.1523/JNEUROSCI.2005-14.2014
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Zs.A 1668: Show issues

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Article ; Online: Friend versus foe: Neural correlates of prosocial decisions for liked and disliked peers.

Schreuders, Elisabeth / Klapwijk, Eduard T / Will, Geert-Jan / Güroğlu, Berna

Cognitive, affective & behavioral neuroscience

2018 Volume 18, Issue 1, Page(s) 127–142

Abstract: Although the majority of our social interactions are with people we know, few studies have investigated the neural correlates of sharing valuable resources with familiar others. Using an ecologically valid research paradigm, this functional magnetic ... ...

Abstract	Although the majority of our social interactions are with people we know, few studies have investigated the neural correlates of sharing valuable resources with familiar others. Using an ecologically valid research paradigm, this functional magnetic resonance imaging study examined the neural correlates of prosocial and selfish behavior in interactions with real-life friends and disliked peers in young adults. Participants (N = 27) distributed coins between themselves and another person, where they could make selfish choices that maximized their own gains or prosocial choices that maximized outcomes of the other. Participants were more prosocial toward friends and more selfish toward disliked peers. Individual prosociality levels toward friends were associated negatively with supplementary motor area and anterior insula activity. Further preliminary analyses showed that prosocial decisions involving friends were associated with heightened activity in the bilateral posterior temporoparietal junction, and selfish decisions involving disliked peers were associated with heightened superior temporal sulcus activity, which are brain regions consistently shown to be involved in mentalizing and perspective taking in prior studies. Further, activation of the putamen was observed during prosocial choices involving friends and selfish choices involving disliked peers. These findings provide insights into the modulation of neural processes that underlie prosocial behavior as a function of a positive or negative relationship with the interaction partner.
MeSH term(s)	Brain/physiology ; Brain Mapping ; Decision Making/physiology ; Emotions/physiology ; Female ; Humans ; Interpersonal Relations ; Magnetic Resonance Imaging/methods ; Male ; Social Behavior ; Young Adult
Language	English
Publishing date	2018-02-06
Publishing country	United States
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2029088-3
ISSN	1531-135X ; 1530-7026
ISSN (online)	1531-135X
ISSN	1530-7026
DOI	10.3758/s13415-017-0557-1
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Zs.A 5947: Show issues

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Article ; Online: Neural processing of socioemotional content in conduct-disordered juvenile offenders with limited prosocial emotions.

Aghajani, Moji / Klapwijk, Eduard T / Andershed, Henrik / Fanti, Kostas A / van der Wee, Nic J A / Vermeiren, Robert R J M / Colins, Olivier F

Progress in neuro-psychopharmacology & biological psychiatry

2020 Volume 105, Page(s) 110045

Abstract: Background: Reflecting evidence on Callous-Unemotional (CU) traits (e.g., lack of empathy and guilt, shallow affect), the DSM-5 added a categorical CU-based specifier for Conduct Disorder (CD), labeled 'with Limited Prosocial Emotions' (LPE). Theory and ...

Abstract	Background: Reflecting evidence on Callous-Unemotional (CU) traits (e.g., lack of empathy and guilt, shallow affect), the DSM-5 added a categorical CU-based specifier for Conduct Disorder (CD), labeled 'with Limited Prosocial Emotions' (LPE). Theory and prior work suggest that CD youths with and without LPE will likely differ in neural processing of negative socioemotional content. This proposition, however, is mainly derived from studies employing related, yet distinct, operationalizations of CU traits (e.g., dimensional measure/median split/top quartile), thus precluding direct examination of LPE-specific neurocognitive deficits. Methods: Employing a DSM-5 informed LPE proxy, neural processing of recognizing and resonating negative socioemotional content (angry and fearful faces) was therefore examined here among CD offenders with LPE (CD/LPE+; N = 19), relative to CD offenders without LPE (CD/LPE-; N = 31) and healthy controls (HC; N = 31). Results: Relative to HC and CD/LPE- youths and according to a linearly increasing trend (CD/LPE- < HC < CD/LPE+), CD/LPE+ youths exhibited hyperactivity within dorsolateral, dorsomedial, and ventromedial prefrontal regions during both emotion recognition and resonance. During emotion resonance, CD/LPE+ youths additionally showed increased activity within the posterior cingulate and precuneal cortices in comparison to HC and CD/LPE- youths, which again followed a linearly increasing trend (CD/LPE- < HC < CD/LPE+). These effects moreover seemed specific to the LPE specifier, when compared to a commonly employed method for CU-based grouping in CD (i.e., median split on CU scores). Conclusions: These data cautiously suggest that CD/LPE+ youths may exhibit an over-reliance on cortical neurocognitive systems when explicitly processing negative socioemotional information, which could have adverse downstream effects on relevant socioemotional functions. The findings thus seem to provide novel, yet preliminary, clues on the neurocognitive profile of CD/LPE+, and additionally highlight the potential scientific utility of the LPE specifier.
MeSH term(s)	Adolescent ; Brain/diagnostic imaging ; Conduct Disorder/diagnostic imaging ; Conduct Disorder/psychology ; Criminals ; Emotions/physiology ; Empathy/physiology ; Fear/psychology ; Humans ; Magnetic Resonance Imaging ; Male
Language	English
Publishing date	2020-07-29
Publishing country	England
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	781181-0
ISSN	1878-4216 ; 0278-5846
ISSN (online)	1878-4216
ISSN	0278-5846
DOI	10.1016/j.pnpbp.2020.110045
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Zs.A 1342: Show issues

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Article ; Online: Corrigendum to "Longitudinal associations between structural prefrontal cortex and nucleus accumbens development and daily identity formation processes across adolescence" [Dev. Cogn. Neurosci. 46 (December) (2020) 100880].

Becht, Andrik I / Klapwijk, Eduard T / Wierenga, Lara M / van der Cruijsen, Renske / Spaans, Jochem / van der Aar, Laura / Peters, Sabine / Branje, Susan / Meeus, Wim / Crone, Eveline A

Developmental cognitive neuroscience

2021 Volume 47, Page(s) 100890

Language	English
Publishing date	2021-01-06
Publishing country	Netherlands
Document type	Published Erratum
ZDB-ID	2572271-2
ISSN	1878-9307 ; 1878-9293
ISSN (online)	1878-9307
ISSN	1878-9293
DOI	10.1016/j.dcn.2020.100890
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Article ; Online: Qoala-T: A supervised-learning tool for quality control of FreeSurfer segmented MRI data.

Klapwijk, Eduard T / van de Kamp, Ferdi / van der Meulen, Mara / Peters, Sabine / Wierenga, Lara M

NeuroImage

2019 Volume 189, Page(s) 116–129

Abstract: Performing quality control to detect image artifacts and data-processing errors is crucial in structural magnetic resonance imaging, especially in developmental studies. Currently, many studies rely on visual inspection by trained raters for quality ... ...

Abstract	Performing quality control to detect image artifacts and data-processing errors is crucial in structural magnetic resonance imaging, especially in developmental studies. Currently, many studies rely on visual inspection by trained raters for quality control. The subjectivity of these manual procedures lessens comparability between studies, and with growing study sizes quality control is increasingly time consuming. In addition, both inter-rater as well as intra-rater variability of manual quality control is high and may lead to inclusion of poor quality scans and exclusion of scans of usable quality. In the current study we present the Qoala-T tool, which is an easy and free to use supervised-learning model to reduce rater bias and misclassification in manual quality control procedures using FreeSurfer-processed scans. First, we manually rated quality of N = 784 FreeSurfer-processed T1-weighted scans acquired in three different waves in a longitudinal study. Different supervised-learning models were then compared to predict manual quality ratings using FreeSurfer segmented output data. Results show that the Qoala-T tool using random forests is able to predict scan quality with both high sensitivity and specificity (mean area under the curve (AUC) = 0.98). In addition, the Qoala-T tool was also able to adequately predict the quality of two novel unseen datasets (total N = 872). Finally, analyses of age effects showed that younger participants were more likely to have lower scan quality, underlining that scan quality might confound findings attributed to age effects. These outcomes indicate that this procedure could further help to reduce variability related to manual quality control, thereby benefiting the comparability of data quality between studies.
MeSH term(s)	Adolescent ; Adult ; Autism Spectrum Disorder/diagnostic imaging ; Brain/diagnostic imaging ; Child ; Conduct Disorder/diagnostic imaging ; Cross-Sectional Studies ; Datasets as Topic ; Human Development ; Humans ; Longitudinal Studies ; Magnetic Resonance Imaging/methods ; Magnetic Resonance Imaging/standards ; Neuroimaging/methods ; Neuroimaging/standards ; Quality Control ; Sensitivity and Specificity ; Support Vector Machine ; Young Adult
Language	English
Publishing date	2019-01-08
Publishing country	United States
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	1147767-2
ISSN	1095-9572 ; 1053-8119
ISSN (online)	1095-9572
ISSN	1053-8119
DOI	10.1016/j.neuroimage.2019.01.014
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Zs.A 3664: Show issues			Location: Je nach Verfügbarkeit (siehe Angabe bei Bestand) bis Jg. 1994: Bestellungen von Artikeln über das Online-Bestellformular Jg. 1995 - 2021: Lesesall (2.OG) ab Jg. 2022: Lesesaal (EG)
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Article ; Online: Alcohol use and brain morphology in adolescence: A longitudinal study in three different cohorts.

El Marroun, Hanan / Klapwijk, Eduard T / Koevoets, Martijn / Brouwer, Rachel M / Peters, Sabine / Van't Ent, Dennis / Boomsma, Dorret I / Muetzel, Ryan L / Crone, Eveline A / Hulshoff Pol, Hilleke E / Franken, Ingmar H A

The European journal of neuroscience

2021 Volume 54, Issue 6, Page(s) 6012–6026

Abstract: Alcohol consumption is commonly initiated during adolescence, but the effects on human brain development remain unknown. In this multisite study, we investigated the longitudinal associations of adolescent alcohol use and brain morphology. Three ... ...

Abstract	Alcohol consumption is commonly initiated during adolescence, but the effects on human brain development remain unknown. In this multisite study, we investigated the longitudinal associations of adolescent alcohol use and brain morphology. Three longitudinal cohorts in the Netherlands (BrainScale n = 200, BrainTime n = 239 and a subsample of the Generation R study n = 318) of typically developing participants aged between 8 and 29 years were included. Adolescent alcohol use was self-reported. Longitudinal neuroimaging data were collected for at least two time points. Processing pipelines and statistical analyses were harmonized across cohorts. Main outcomes were global and regional brain volumes, which were a priori selected. Linear mixed effect models were used to test main effects of alcohol use and interaction effects of alcohol use with age in each cohort separately. Alcohol use was associated with adolescent's brain morphology showing accelerated decrease in grey matter volumes, in particular in the frontal and cingulate cortex volumes, and decelerated increase in white matter volumes. No dose-response association was observed. The findings were most prominent and consistent in the older cohorts (BrainScale and BrainTime). In summary, this longitudinal study demonstrated differences in neurodevelopmental trajectories of grey and white matter volume in adolescents who consume alcohol compared with non-users. These findings highlight the importance to further understand underlying neurobiological mechanisms when adolescents initiate alcohol consumption. Therefore, further studies need to determine to what extent this reflects the causal nature of this association, as this longitudinal observational study does not allow for causal inference.
MeSH term(s)	Adolescent ; Adult ; Alcohol Drinking ; Brain/diagnostic imaging ; Child ; Gray Matter ; Humans ; Longitudinal Studies ; Magnetic Resonance Imaging ; White Matter ; Young Adult
Language	English
Publishing date	2021-08-18
Publishing country	France
Document type	Journal Article ; Observational Study ; Research Support, Non-U.S. Gov't
ZDB-ID	645180-9
ISSN	1460-9568 ; 0953-816X
ISSN (online)	1460-9568
ISSN	0953-816X
DOI	10.1111/ejn.15411
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Article ; Online: Interactions Between Oxytocin Receptor Gene Methylation and Callous-Unemotional Traits Impact Socioaffective Brain Systems in Conduct-Disordered Offenders.

Aghajani, Moji / Klapwijk, Eduard T / Colins, Olivier F / Ziegler, Christiane / Domschke, Katharina / Vermeiren, Robert R J M / van der Wee, Nic J A

Biological psychiatry. Cognitive neuroscience and neuroimaging

2018 Volume 3, Issue 4, Page(s) 379–391

Abstract: Background: The developmental trajectory of psychopathy seemingly begins early in life and includes the presence of callous-unemotional (CU) traits (e.g., perturbed socioaffective reactivity and empathy, callousness) in youths with conduct disorder (CD). ...

Abstract	Background: The developmental trajectory of psychopathy seemingly begins early in life and includes the presence of callous-unemotional (CU) traits (e.g., perturbed socioaffective reactivity and empathy, callousness) in youths with conduct disorder (CD). Whereas oxytocin receptor gene methylation (OXTR Methods: Hence, we uniquely probed OXTR Results: Relative to healthy control youths, elevated OXTR Conclusions: These results uniquely suggest that interactions between OXTR
MeSH term(s)	Adolescent ; Antisocial Personality Disorder/physiopathology ; Brain/metabolism ; Brain/physiopathology ; Conduct Disorder/physiopathology ; Emotions/physiology ; Fear/physiology ; Female ; Humans ; Male ; Methylation ; Receptors, Oxytocin/metabolism
Chemical Substances	Receptors, Oxytocin
Language	English
Publishing date	2018-01-10
Publishing country	United States
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2879089-3
ISSN	2451-9030 ; 2451-9022
ISSN (online)	2451-9030
ISSN	2451-9022
DOI	10.1016/j.bpsc.2017.12.010
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Article ; Online: Longitudinal associations between structural prefrontal cortex and nucleus accumbens development and daily identity formation processes across adolescence.

Becht, Andrik I / Klapwijk, Eduard T / Wierenga, Lara M / van der Cruijsen, Renske / Spaans, Jochem / van der Aar, Laura / Peters, Sabine / Branje, Susan / Meeus, Wim / Crone, Eveline A

Developmental cognitive neuroscience

2020 Volume 46, Page(s) 100880

Abstract: We tested whether adolescents with daily high identity uncertainty showed differential structural brain development across adolescence and young adulthood. Participants (N = 150, ... ...

Abstract	We tested whether adolescents with daily high identity uncertainty showed differential structural brain development across adolescence and young adulthood. Participants (N = 150, M
MeSH term(s)	Adolescent ; Brain/growth & development ; Cerebral Cortex/growth & development ; Female ; Humans ; Individuality ; Longitudinal Studies ; Male ; Nucleus Accumbens/growth & development ; Prefrontal Cortex/growth & development
Language	English
Publishing date	2020-11-11
Publishing country	Netherlands
Document type	Journal Article ; Research Support, Non-U.S. Gov't
ZDB-ID	2572271-2
ISSN	1878-9307 ; 1878-9307
ISSN (online)	1878-9307
ISSN	1878-9307
DOI	10.1016/j.dcn.2020.100880
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Article: Emotional reactions of peers influence decisions about fairness in adolescence.

Klapwijk, Eduard T / Peters, Sabine / Vermeiren, Robert R J M / Lelieveld, Gert-Jan

Frontiers in human neuroscience

2013 Volume 7, Page(s) 745

Abstract: During adolescence, peers take on increasing importance, while social skills are still developing. However, how emotions of peers influence social decisions during that age period is insufficiently known. We therefore examined the effects of three ... ...

Abstract	During adolescence, peers take on increasing importance, while social skills are still developing. However, how emotions of peers influence social decisions during that age period is insufficiently known. We therefore examined the effects of three different emotional responses (anger, disappointment, happiness) on decisions about fairness in a sample of 156 adolescents aged 12-17 years. Participants received written emotional responses from peers in a version of the Dictator Game to a previous unfair offer. Adolescents reacted with more generous offers after disappointed reactions compared to angry and happy reactions. Furthermore, we found preliminary evidence for developmental differences over adolescence, since older adolescents differentiated more between the three emotions than younger adolescents. In addition, individual differences in social value orientation played a role in decisions after happy reactions of peers to a previous unfair offer, such that participants with a "proself" orientation made more unfair offers to happy peers than "prosocial" participants. Taken together, our findings demonstrate that adolescents take emotions of peers into account when making social decisions, while individual differences in social value orientation affect these decisions, and age seems to influence the nature of the reaction.
Language	English
Publishing date	2013-11-12
Publishing country	Switzerland
Document type	Journal Article
ZDB-ID	2425477-0
ISSN	1662-5161
ISSN	1662-5161
DOI	10.3389/fnhum.2013.00745
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