Literature DB >> 32205253

Test-retest reliability of fMRI-measured brain activity during decision making under risk.

Ozlem Korucuoglu1, Michael P Harms2, Serguei V Astafiev2, James T Kennedy2, Semyon Golosheykin2, Deanna M Barch3, Andrey P Anokhin2.   

Abstract

Neural correlates of decision making under risk are being increasingly utilized as biomarkers of risk for substance abuse and other psychiatric disorders, treatment outcomes, and brain development. This research relies on the basic assumption that fMRI measures of decision making represent stable, trait-like individual differences. However, reliability needs to be established for each individual construct. Here we assessed long-term test-retest reliability (TRR) of regional brain activations related to decision making under risk using the Balloon Analogue Risk Taking task (BART) and identified regions with good TRRs and familial influences, an important prerequisite for the use of fMRI measures in genetic studies. A secondary goal was to examine the factors potentially affecting fMRI TRRs in one particular risk task, including the magnitude of neural activation, data analytical approaches, different methods of defining boundaries of a region, and participant motion. For the average BOLD response, reliabilities ranged across brain regions from poor to good (ICCs of 0 to 0.8, with a mean ICC of 0.17) and highest reliabilities were observed for parietal, occipital, and temporal regions. Among the regions that were of a priori theoretical importance due to their reported associations with decision making, the activation of left anterior insula and right caudate during the decision period showed the highest reliabilities (ICCs of 0.54 and 0.63, respectively). Among the regions with highest reliabilities, the right fusiform, right rostral anterior cingulate and left superior parietal regions also showed high familiality as indicated by intrapair monozygotic twin correlations (ranging from 0.66 to 0.69). Overall, regions identified by modeling the average BOLD response to a specific event type (rather than its modulation by a parametric regressor), regions including significantly activated vertices (compared to a whole parcel), and regions with greater magnitude of task-related activations showed greater reliabilities. Participant motion had a moderate negative effect on TRR. Regions activated during decision period rather than outcome period of risky decisions showed the greatest TRR and familiality. Regions with reliable activations can be utilized as neural markers of individual differences or endophenotypes in future clinical neuroscience and genetic studies of risk-taking.
Copyright © 2020 The Authors. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  BART; Cohen’s d; Familiality; ICC; Motion; fMRI

Mesh:

Year:  2020        PMID: 32205253      PMCID: PMC7846028          DOI: 10.1016/j.neuroimage.2020.116759

Source DB:  PubMed          Journal:  Neuroimage        ISSN: 1053-8119            Impact factor:   6.556


  43 in total

1.  Whole brain segmentation: automated labeling of neuroanatomical structures in the human brain.

Authors:  Bruce Fischl; David H Salat; Evelina Busa; Marilyn Albert; Megan Dieterich; Christian Haselgrove; Andre van der Kouwe; Ron Killiany; David Kennedy; Shuna Klaveness; Albert Montillo; Nikos Makris; Bruce Rosen; Anders M Dale
Journal:  Neuron       Date:  2002-01-31       Impact factor: 17.173

Review 2.  Study design in fMRI: basic principles.

Authors:  Edson Amaro; Gareth J Barker
Journal:  Brain Cogn       Date:  2006-01-19       Impact factor: 2.310

3.  Changes of functional MRI findings in a patient whose pathological gambling improved with fluvoxamine.

Authors:  Sang-Keun Chung; Il-Han You; Gwang-Hyun Cho; Gyung-Ho Chung; Young-Chul Shin; Dai-Jin Kim; Sam-Wook Choi
Journal:  Yonsei Med J       Date:  2009-06-24       Impact factor: 2.759

4.  Reliability of graph analysis of resting state fMRI using test-retest dataset from the Human Connectome Project.

Authors:  M Termenon; A Jaillard; C Delon-Martin; S Achard
Journal:  Neuroimage       Date:  2016-06-06       Impact factor: 6.556

5.  What Is the Test-Retest Reliability of Common Task-Functional MRI Measures? New Empirical Evidence and a Meta-Analysis.

Authors:  Maxwell L Elliott; Annchen R Knodt; David Ireland; Meriwether L Morris; Richie Poulton; Sandhya Ramrakha; Maria L Sison; Terrie E Moffitt; Avshalom Caspi; Ahmad R Hariri
Journal:  Psychol Sci       Date:  2020-06-03

6.  Neural networks involved in adolescent reward processing: An activation likelihood estimation meta-analysis of functional neuroimaging studies.

Authors:  Merav H Silverman; Kelly Jedd; Monica Luciana
Journal:  Neuroimage       Date:  2015-08-06       Impact factor: 6.556

7.  Threat distractor and perceptual load modulate test-retest reliability of anterior cingulate cortex response.

Authors:  Nora Bunford; Kerry L Kinney; Jamie Michael; Heide Klumpp
Journal:  Prog Neuropsychopharmacol Biol Psychiatry       Date:  2017-04-11       Impact factor: 5.201

8.  Children's head motion during fMRI tasks is heritable and stable over time.

Authors:  Laura E Engelhardt; Mary Abbe Roe; Jenifer Juranek; Dana DeMaster; K Paige Harden; Elliot M Tucker-Drob; Jessica A Church
Journal:  Dev Cogn Neurosci       Date:  2017-02-01       Impact factor: 6.464

9.  Permutation inference for the general linear model.

Authors:  Anderson M Winkler; Gerard R Ridgway; Matthew A Webster; Stephen M Smith; Thomas E Nichols
Journal:  Neuroimage       Date:  2014-02-11       Impact factor: 6.556

10.  Asymmetric neural tracking of gain and loss magnitude during adolescence.

Authors:  Catherine Insel; Leah H Somerville
Journal:  Soc Cogn Affect Neurosci       Date:  2018-09-05       Impact factor: 3.436

View more
  7 in total

1.  Test-retest reliability of fMRI during an emotion processing task: Investigating the impact of analytical approaches on ICC values.

Authors:  Mickela Heilicher; Kevin M Crombie; Josh M Cisler
Journal:  Front Neuroimaging       Date:  2022-05-10

2.  Reliability and stability challenges in ABCD task fMRI data.

Authors:  James T Kennedy; Michael P Harms; Ozlem Korucuoglu; Serguei V Astafiev; Deanna M Barch; Wesley K Thompson; James M Bjork; Andrey P Anokhin
Journal:  Neuroimage       Date:  2022-03-01       Impact factor: 7.400

3.  A methodological checklist for fMRI drug cue reactivity studies: development and expert consensus.

Authors:  Mehran Zare-Bidoky; Arshiya Sangchooli; Hamed Ekhtiari; Amy C Janes; Marc J Kaufman; Jason A Oliver; James J Prisciandaro; Torsten Wüstenberg; Raymond F Anton; Patrick Bach; Alex Baldacchino; Anne Beck; James M Bjork; Judson Brewer; Anna Rose Childress; Eric D Claus; Kelly E Courtney; Mohsen Ebrahimi; Francesca M Filbey; Dara G Ghahremani; Peyman Ghobadi Azbari; Rita Z Goldstein; Anna E Goudriaan; Erica N Grodin; J Paul Hamilton; Colleen A Hanlon; Peyman Hassani-Abharian; Andreas Heinz; Jane E Joseph; Falk Kiefer; Arash Khojasteh Zonoozi; Hedy Kober; Rayus Kuplicki; Qiang Li; Edythe D London; Joseph McClernon; Hamid R Noori; Max M Owens; Martin P Paulus; Irene Perini; Marc Potenza; Stéphane Potvin; Lara Ray; Joseph P Schacht; Dongju Seo; Rajita Sinha; Michael N Smolka; Rainer Spanagel; Vaughn R Steele; Elliot A Stein; Sabine Steins-Loeber; Susan F Tapert; Antonio Verdejo-Garcia; Sabine Vollstädt-Klein; Reagan R Wetherill; Stephen J Wilson; Katie Witkiewitz; Kai Yuan; Xiaochu Zhang; Anna Zilverstand
Journal:  Nat Protoc       Date:  2022-02-04       Impact factor: 17.021

4.  Brain-Behavior Associations for Risk Taking Depend on the Measures Used to Capture Individual Differences.

Authors:  Loreen Tisdall; Renato Frey; Andreas Horn; Dirk Ostwald; Lilla Horvath; Andreas Pedroni; Jörg Rieskamp; Felix Blankenburg; Ralph Hertwig; Rui Mata
Journal:  Front Behav Neurosci       Date:  2020-11-17       Impact factor: 3.558

5.  Test-Retest Reliability of Neural Correlates of Response Inhibition and Error Monitoring: An fMRI Study of a Stop-Signal Task.

Authors:  Ozlem Korucuoglu; Michael P Harms; Serguei V Astafiev; Semyon Golosheykin; James T Kennedy; Deanna M Barch; Andrey P Anokhin
Journal:  Front Neurosci       Date:  2021-01-28       Impact factor: 4.677

6.  Mapping and understanding of correlated electroencephalogram (EEG) responses to the newsvendor problem.

Authors:  Nghi Cong Dung Truong; Xinlong Wang; Hashini Wanniarachchi; Yan Lang; Sridhar Nerur; Kay-Yut Chen; Hanli Liu
Journal:  Sci Rep       Date:  2022-08-13       Impact factor: 4.996

7.  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 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.