Alterations in functional brain connectivity associated with developmental dyscalculia

被引:0
作者
Mateu-Estivill, Roger [1 ,2 ]
Adan, Ana [1 ,2 ]
Grau, Sergi [3 ]
Rifa-Ros, Xavier [4 ]
Caldu, Xavier [1 ,2 ]
Bargallo, Nuria [5 ]
Serra-Grabulosa, Josep M. [1 ,2 ]
机构
[1] Univ Barcelona, Dept Clin Psychol & Psychobiol, Pg Vall dHebron 171, Barcelona 08035, Catalonia, Spain
[2] Univ Barcelona, Inst Neurosci, Barcelona, Spain
[3] Cent Univ Catalonia, Univ Vic, Digital Care Res Grp, Vic, Spain
[4] Bellvitge Biomed Res Inst, Cognit & Brain Plast Unit, LHospitalet De Llobregat, Spain
[5] Hosp Clin Barcelona CDIC, Ctr Diagnost Imatge, Barcelona, Spain
关键词
developmental dyscalculia; DMN; early childhood; fc-MVPA; mathematical difficulties; rs-FMRI; SMN; HYPER-CONNECTIVITY; ANGULAR GYRUS; CHILDREN; FMRI; IDENTIFICATION; TRAJECTORIES;
D O I
10.1111/jon.13236
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background and PurposeIn recent years, there has been a growing interest in the study of resting neural networks in different neurological and mental disorders. While previous studies suggest that the default mode network (DMN) may be altered in dyscalculia, the study of resting-state networks in the development of numerical skills, especially in children with developmental dyscalculia (DD), is scarce and relatively recent. Based on this, this study examines differences in resting-state functional connectivity (rs-FC) data of children with DD using functional connectivity multivariate pattern analysis (fc-MVPA), a data-driven methodology that summarizes properties of the entire connectome.MethodsWe performed fc-MVPA on resting-state images of a sample composed of a group of children with DD (n = 19, 8.06 +/- 0.87 years) and an age- and sex-matched control group of typically developing children (n = 23, 7.76 +/- 0.46 years).ResultsAnalysis of fc-MVPA showed significant differences between group connectivity profiles in two clusters allocated in both the right and left medial temporal gyrus. Post hoc effect size results revealed a decreased rs-FC between each temporal pole and the DMN in children with DD and an increased rs-FC between each temporal pole and the sensorimotor network.ConclusionsOur results suggest an aberrant information flow between resting-state networks in children with DD, demonstrating the importance of these networks for arithmetic development.
引用
收藏
页码:694 / 703
页数:10
相关论文
共 58 条
[1]   Parietal and hippocampal hyper-connectivity is associated with low math achievement in adolescence - A preliminary study [J].
Abreu-Mendoza, Roberto A. ;
Pincus, Melanie ;
Chamorro, Yaira ;
Jolles, Dietsje ;
Matute, Esmeralda ;
Rosenberg-Lee, Miriam .
DEVELOPMENTAL SCIENCE, 2022, 25 (03)
[2]   Infant brain probability templates for MRI segmentation and normalization [J].
Altaye, Mekibib ;
Holland, Scott K. ;
Wilke, Marko ;
Gaser, Christian .
NEUROIMAGE, 2008, 43 (04) :721-730
[3]   Cerebellar function in children with and without dyslexia during single word processing [J].
Ashburn, Sikoya M. ;
Flowers, D. Lynn ;
Napoliello, Eileen M. ;
Eden, Guinevere F. .
HUMAN BRAIN MAPPING, 2020, 41 (01) :120-138
[4]   Weak task-related modulation and stimulus representations during arithmetic problem solving in children with developmental dyscalculia [J].
Ashkenazi, Sarit ;
Rosenberg-Lee, Miriam ;
Tenison, Caitlin ;
Menon, Vinod .
DEVELOPMENTAL COGNITIVE NEUROSCIENCE, 2012, 2 :S152-S166
[5]  
Asociacin Americana de Psiquiatra, 2013, Manual diagnstico y estadstico de los trastornos mentales, V5 ed.
[6]   Investigations into resting-state connectivity using independent component analysis [J].
Beckmann, CF ;
DeLuca, M ;
Devlin, JT ;
Smith, SM .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2005, 360 (1457) :1001-1013
[7]   Children with mathematical learning disability fail in recruiting verbal and numerical brain regions when solving simple multiplication problems [J].
Berteletti, Ilana ;
Prado, Jerome ;
Booth, James R. .
CORTEX, 2014, 57 :143-155
[8]   Classification and Identification of Reading and Math Disabilities: The Special Case of Comorbidity [J].
Branum-Martin, Lee ;
Fletcher, Jack M. ;
Stuebing, Karla K. .
JOURNAL OF LEARNING DISABILITIES, 2013, 46 (06) :490-499
[9]   Multi-method brain imaging reveals impaired representations of number as well as altered connectivity in adults with dyscalculia [J].
Bulthe, Jessica ;
Prinsen, Jellina ;
Vanderauwera, Jolijn ;
Duyck, Stefanie ;
Daniels, Nicky ;
Gillebert, Celine R. ;
Mantini, Dante ;
de Beeck, Hans P. Op ;
De Smedt, Bert .
NEUROIMAGE, 2019, 190 :289-302
[10]  
Camacho A., 2017, SCI M FED EUR SOC NE