Literature DB >> 32245576

Modeling Individual Differences in Brain Development.

Andrik I Becht1, Kathryn L Mills2.   

Abstract

Within the field of developmental cognitive neuroscience, there is an increasing interest in studying individual differences in human brain development in order to predict mental health outcomes. So far, however, most longitudinal neuroimaging studies focus on group-level estimates. In this review, we highlight longitudinal neuroimaging studies that have moved beyond group-level estimates to illustrate the heterogeneity in patterns of brain development. We provide practical methodological recommendations on how longitudinal neuroimaging datasets can be used to understand heterogeneity in human brain development. Finally, we address how taking an individual-differences approach in developmental neuroimaging studies could advance our understanding of why some individuals develop mental health disorders.
Copyright © 2020 Society of Biological Psychiatry. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Adolescence; Heterogeneity; Longitudinal; MRI; Mental health; Neuroimaging

Mesh：

Year:  2020        PMID： 32245576      PMCID： PMC7305975          DOI： 10.1016/j.biopsych.2020.01.027

Source DB:  PubMed          Journal:  Biol Psychiatry        ISSN： 0006-3223            Impact factor:   12.810


  47 in total

1.  Sex differences in thickness, and folding developments throughout the cortex.

Authors:  A Kadir Mutlu; Maude Schneider; Martin Debbané; Deborah Badoud; Stephan Eliez; Marie Schaer
Journal:  Neuroimage       Date:  2013-05-28       Impact factor: 6.556

2.  Group-based trajectory modeling in clinical research.

Authors:  Daniel S Nagin; Candice L Odgers
Journal:  Annu Rev Clin Psychol       Date:  2010       Impact factor: 18.561

3.  Evaluating Convergence of Within-Person Change and Between-Person Age Differences in Age-Heterogeneous Longitudinal Studies.

Authors:  Martin Sliwinski; Lesa Hoffman; Scott M Hofer
Journal:  Res Hum Dev       Date:  2010-01

4.  Goal-Directed Correlates and Neurobiological Underpinnings of Adolescent Identity: A Multimethod Multisample Longitudinal Approach.

Authors:  Andrik I Becht; Marieke G N Bos; Stefanie A Nelemans; Sabine Peters; Wilma A M Vollebergh; Susan J T Branje; Wim H J Meeus; Eveline A Crone
Journal:  Child Dev       Date:  2018-03-08

5.  Longitudinal changes in adolescent risk-taking: a comprehensive study of neural responses to rewards, pubertal development, and risk-taking behavior.

Authors:  Barbara R Braams; Anna C K van Duijvenvoorde; Jiska S Peper; Eveline A Crone
Journal:  J Neurosci       Date:  2015-05-06       Impact factor: 6.167

Review 6.  Childhood psychiatric disorders as anomalies in neurodevelopmental trajectories.

Authors:  Philip Shaw; Nitin Gogtay; Judith Rapoport
Journal:  Hum Brain Mapp       Date:  2010-06       Impact factor: 5.038

7.  Longitudinal Trajectories of Depression Symptoms in Adolescence: Psychosocial Risk Factors and Outcomes.

Authors:  Rachel E R Ellis; Marc L Seal; Julian G Simmons; Sarah Whittle; Orli S Schwartz; Michelle L Byrne; Nicholas B Allen
Journal:  Child Psychiatry Hum Dev       Date:  2017-08

8.  Longitudinal growth curves of brain function underlying inhibitory control through adolescence.

Authors:  Sarah J Ordaz; William Foran; Katerina Velanova; Beatriz Luna
Journal:  J Neurosci       Date:  2013-11-13       Impact factor: 6.167

Review 9.  Prediction complements explanation in understanding the developing brain.

Authors:  Monica D Rosenberg; B J Casey; Avram J Holmes
Journal:  Nat Commun       Date:  2018-02-21       Impact factor: 14.919

10.  Development of the Cerebral Cortex across Adolescence: A Multisample Study of Inter-Related Longitudinal Changes in Cortical Volume, Surface Area, and Thickness.

Authors:  Christian K Tamnes; Megan M Herting; Anne-Lise Goddings; Rosa Meuwese; Sarah-Jayne Blakemore; Ronald E Dahl; Berna Güroğlu; Armin Raznahan; Elizabeth R Sowell; Eveline A Crone; Kathryn L Mills
Journal:  J Neurosci       Date:  2017-02-27       Impact factor: 6.167
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  8 in total

1.  Parsing Psychiatric Heterogeneity Through Common and Unique Circuit-Level Deficits.

Authors:  Theodore D Satterthwaite; Eric Feczko; Antonia N Kaczkurkin; Damien A Fair
Journal:  Biol Psychiatry       Date:  2020-07-01       Impact factor: 13.382

2.  Neural heterogeneity underlying late adolescent motivational processing is linked to individual differences in behavioral sensation seeking.

Authors:  Michael I Demidenko; Edward D Huntley; Alexander S Weigard; Daniel P Keating; Adriene M Beltz
Journal:  J Neurosci Res       Date:  2022-01-18       Impact factor: 4.164

3.  Association of gray matter volumes with general and specific dimensions of psychopathology in children.

Authors:  E Leighton Durham; Hee Jung Jeong; Tyler M Moore; Randolph M Dupont; Carlos Cardenas-Iniguez; Zaixu Cui; Farrah E Stone; Marc G Berman; Benjamin B Lahey; Antonia N Kaczkurkin
Journal:  Neuropsychopharmacology       Date:  2021-01-21       Impact factor: 8.294

4.  Modeling longitudinal changes in hippocampal subfields and relations with memory from early- to mid-childhood.

Authors:  Kelsey L Canada; Gregory R Hancock; Tracy Riggins
Journal:  Dev Cogn Neurosci       Date:  2021-03-22       Impact factor: 6.464

Review 5.  Prediction Along a Developmental Perspective in Psychiatry: How Far Might We Go?

Authors:  Frauke Nees; Lorenz Deserno; Nathalie E Holz; Marcel Romanos; Tobias Banaschewski
Journal:  Front Syst Neurosci       Date:  2021-07-06

6.  The longitudinal stability of fMRI activation during reward processing in adolescents and young adults.

Authors:  David A A Baranger; Morgan Lindenmuth; Melissa Nance; Amanda E Guyer; Kate Keenan; Alison E Hipwell; Daniel S Shaw; Erika E Forbes
Journal:  Neuroimage       Date:  2021-02-18       Impact factor: 6.556

7.  Longitudinal changes in DLPFC activation during childhood are related to decreased aggression following social rejection.

Authors:  Michelle Achterberg; Anna C K van Duijvenvoorde; Marinus H van IJzendoorn; Marian J Bakermans-Kranenburg; Eveline A Crone
Journal:  Proc Natl Acad Sci U S A       Date:  2020-03-31       Impact factor: 11.205

8.  Inter-individual variability in structural brain development from late childhood to young adulthood.

Authors:  Kathryn L Mills; Kimberly D Siegmund; Christian K Tamnes; Lia Ferschmann; Lara M Wierenga; Marieke G N Bos; Beatriz Luna; Chun Li; Megan M Herting
Journal:  Neuroimage       Date:  2021-08-03       Impact factor: 6.556
  8 in total

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