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Gerván P, Oláh G, Utczás K, Tróznai Z, Berencsi A, Gombos F, Kovács I. The influence of relative pubertal maturity on executive function development in adolescent girls. Sci Rep 2024; 14:28140. [PMID: 39548095 PMCID: PMC11568130 DOI: 10.1038/s41598-024-71768-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 08/30/2024] [Indexed: 11/17/2024] Open
Abstract
A positive association between pubertal maturity as assessed by skeletal development, and specific cognitive abilities has recently been demonstrated in a cohort of adolescent girls. The current study explores the impact of chronological age and relative pubertal maturity on executive function within the same cohort. Relative maturity, determined by the difference between chronological age and skeletal age, establishes the criteria for enrolling participants into average, advanced, or delayed relative maturity subgroups. Performance is assessed using the Numerical Stroop test and analyzed across four conditions, each with varying task requirements related to inhibition and task switching. The effects of chronological age and relative maturity on executive functions are tested by a linear mixed model. Within the examined age-range (12-15 y), a more protracted development was found for inhibition as compared to switching. In line with the previous findings, the results reveal significant development in executive performance as a function of chronological age, and relative maturity also demonstrated significant effect on the development of executing functioning. The significant interaction effect between Chronological Age and Relative Maturity suggests that the degree of interplay between these factors varies across the examined age range. Specifically, relative maturity may have a more noticeable impact on EF functioning in middle adolescence compared to early adolescence.
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Affiliation(s)
- Patrícia Gerván
- HUN-REN-ELTE-PPKE Adolescent Development Research Group, Budapest, 1088, Hungary.
- Institute of Psychology, Eötvös Loránd University, Budapest, 1075, Hungary.
| | - Gyöngyi Oláh
- HUN-REN-ELTE-PPKE Adolescent Development Research Group, Budapest, 1088, Hungary
- Doctoral College of Semmelweis University, Budapest, 1089, Hungary
| | - Katinka Utczás
- Research Centre for Sport Physiology, Hungarian University of Sports Science, Budapest, 1123, Hungary
| | - Zsófia Tróznai
- Research Centre for Sport Physiology, Hungarian University of Sports Science, Budapest, 1123, Hungary
| | - Andrea Berencsi
- Institute for the Methodology of Special Needs Education and Rehabilitation, Bárczi Gusztáv Faculty of Special Needs Education, Eötvös Loránd University, Budapest, 1097, Hungary
| | - Ferenc Gombos
- HUN-REN-ELTE-PPKE Adolescent Development Research Group, Budapest, 1088, Hungary
- Laboratory for Psychological Research, Pázmány Péter Catholic University, Budapest, 1088, Hungary
| | - Ilona Kovács
- HUN-REN-ELTE-PPKE Adolescent Development Research Group, Budapest, 1088, Hungary
- Institute of Psychology, Eötvös Loránd University, Budapest, 1075, Hungary
- Doctoral College of Semmelweis University, Budapest, 1089, Hungary
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Szakács H, Mutlu MC, Balestrieri G, Gombos F, Braun J, Kringelbach ML, Deco G, Kovács I. Navigating Pubertal Goldilocks: The Optimal Pace for Hierarchical Brain Organization. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2308364. [PMID: 38489748 DOI: 10.1002/advs.202308364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/03/2023] [Revised: 02/22/2024] [Indexed: 03/17/2024]
Abstract
Adolescence is a timed process with an onset, tempo, and duration. Nevertheless, the temporal dimension, especially the pace of maturation, remains an insufficiently studied aspect of developmental progression. The primary objective is to estimate the precise influence of pubertal maturational tempo on the configuration of associative brain regions. To this end, the connection between maturational stages and the level of hierarchical organization of large-scale brain networks in 12-13-year-old females is analyzed. Skeletal maturity is used as a proxy for pubertal progress. The degree of maturity is defined by the difference between bone age and chronological age. To assess the level of hierarchical organization in the brain, the temporal dynamic of closed eye resting state high-density electroencephalography (EEG) in the alpha frequency range is analyzed. Different levels of hierarchical order are captured by the measured asymmetry in the directionality of information flow between different regions. The calculated EEG-based entropy production of participant groups is then compared with accelerated, average, and decelerated maturity. Results indicate that an average maturational trajectory optimally aligns with cerebral hierarchical order, and both accelerated and decelerated timelines result in diminished cortical organization. This suggests that a "Goldilocks rule" of brain development is favoring a particular maturational tempo.
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Affiliation(s)
- Hanna Szakács
- Laboratory for Psychological Research, Pázmány Péter Catholic University, 1 Mikszáth Square, Budapest, 1088, Hungary
- Semmelweis University Doctoral School, Division of Mental Health Sciences, 26 Üllői road, Budapest, 1085, Hungary
| | - Murat Can Mutlu
- Institute of Biology, Otto-von-Guericke University, 44 Leipziger Straße, 39120, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Otto-von-Guericke University, 44 Leipziger Straße, 39120, Magdeburg, Germany
| | - Giulio Balestrieri
- Center for Brain and Cognition, Universitat Pompeu Fabra, 25-27 Ramon Trias Fargas, Barcelona, 08005, Spain
| | - Ferenc Gombos
- Laboratory for Psychological Research, Pázmány Péter Catholic University, 1 Mikszáth Square, Budapest, 1088, Hungary
- HUN-REN-ELTE-PPKE Adolescent Development Research Group, 1 Mikszáth Kálmán Square, Budapest, 1088, Hungary
| | - Jochen Braun
- Institute of Biology, Otto-von-Guericke University, 44 Leipziger Straße, 39120, Magdeburg, Germany
- Center for Behavioral Brain Sciences, Otto-von-Guericke University, 44 Leipziger Straße, 39120, Magdeburg, Germany
| | - Morten L Kringelbach
- Centre for Eudaimonia and Human Flourishing, Linacre College, University of Oxford, Wellington Square, Oxford, OX3 9BX, UK
- Department of Psychiatry, University of Oxford, Wellington Square, Oxford, OX3 7JX, UK
- Center for Music in the Brain, Department of Clinical Medicine, Aarhus University, Nordre Ringgade 1, Aarhus, 8000, Denmark
| | - Gustavo Deco
- Center for Brain and Cognition, Universitat Pompeu Fabra, 25-27 Ramon Trias Fargas, Barcelona, 08005, Spain
- Department of Information and Communication Technologies, Universitat Pompeu Fabra, 122-140 Carrer de Tànger, Barcelona, 08018, Spain
- Institució Catalana de la Recerca i Estudis Avançats (ICREA), 23 Passeig de Lluís Companys, Barcelona, 08010, Spain
| | - Ilona Kovács
- HUN-REN-ELTE-PPKE Adolescent Development Research Group, 1 Mikszáth Kálmán Square, Budapest, 1088, Hungary
- Institute of Psychology, Faculty of Education and Psychology, Eötvös Loránd University, 25-27 Kazinczy Street, Budapest, 1075, Hungary
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Thoustrup CL, Olsen MH. Normative reference interval for youths on the Difficulties in Emotion Regulation Scale (DERS). Scand J Child Adolesc Psychiatr Psychol 2024; 12:20240014. [PMID: 39749044 PMCID: PMC11694350 DOI: 10.2478/sjcapp-2024-0014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2025] Open
Abstract
Background The Difficulties in Emotion Regulation Scale (DERS) is widely used in both clinical and non-clinical research to assess emotional regulation difficulties. To guide interpretation of scores, establishing thresholds for normative DERS scores is informative. However, despite its widespread use, to date no study has provided such threshold for youths. This literature review aimed to fill this gap by examining the 90% reference interval for the DERS in youths aged 11-19 years. Methods We conducted a systematic search on PubMed (MEDLINE) on 12 March 2024, to identify studies reporting DERS-36 total scores (DERS-T) in youths aged 11-19 years from either community-based populations or healthy volunteers. Results A total of 34 studies were included; 20 studies included community-based participants (n = 6,960), while the remaining 14 studies included healthy volunteers (n = 766), resulting in a total of 7,726 participants. The 90% reference interval for DERS-T from all included participants had a threshold of 121.8 normative emotion regulation in youths. Conclusion and significance This threshold is considerably higher than DERS-T scores reported in most clinical studies and a substantial variation in reference intervals across studies is observed. We identify five main methodological factors related to the DERS-36 and discuss their potential impact on the validity, reliability, and generalizability of findings. Given the DERS-T range of 36-180, we conclude that the 90% reference interval derived from our review is not sufficiently robust to guide clinical or scientific interpretations. Our work is not exhaustive, and further research is needed to validate and test the reliability of this reference interval.
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Affiliation(s)
- Christine Lykke Thoustrup
- Child and Adolescent Mental Health Center, Copenhagen University Hospital – Mental Health Services Hellerup, Denmark
- Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark
| | - Markus Harboe Olsen
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, The Capital Region, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
- Department of Neuroanaesthesiology, The Neuroscience Centre, Copenhagen University Hospital – Rigshospitalet, Copenhagen, Denmark
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