A structural connectivity convergence zone in the ventral and anterior temporal lobes: Data-driven evidence from structural imaging

被引:18
作者
Bajada, Claude J. [1 ,2 ]
Trujillo-Barreto, Nelson J. [1 ]
Parker, Geoff J. M. [1 ,4 ,5 ,6 ,7 ]
Cloutman, Lauren L. [1 ]
Ralph, Matthew A. Lambon [1 ,3 ]
机构
[1] Univ Manchester, Sch Biol Sci, Div Neurosci & Expt Psychol, Manchester, Lancs, England
[2] Univ Malta, Fac Med & Surg, Msida, Malta
[3] Univ Cambridge, Cognit & Brain Sci Unit, MRC, 15 Chaucer Rd, Cambridge CB2 7EF, England
[4] Bioxydyn Ltd, Manchester, Lancs, England
[5] UCL, UCL Inst Neurol, Ctr Med Image Comp, Dept Comp Sci, London, England
[6] UCL, UCL Inst Neurol, Dept Neuroinflammat, Queen Sq MS Ctr, London, England
[7] Univ Malta, Fac Med & Surg, Dept Physiol & Biochem, Msida, Malta
基金
英国生物技术与生命科学研究理事会; 英国工程与自然科学研究理事会;
关键词
Semantics; Connectivity; Anterior temporal lobe; Spectral reordering; Laplacian eigenmapping; DISTORTION-CORRECTED FMRI; SEMANTIC MEMORY; GRADED SPECIALIZATION; LAPLACIAN EIGENMAPS; ALZHEIMERS-DISEASE; NORMALIZED CUTS; REPRESENTATION; PARCELLATION; DEMENTIA; GYRUS;
D O I
10.1016/j.cortex.2019.06.014
中图分类号
B84 [心理学]; C [社会科学总论]; Q98 [人类学];
学科分类号
03 ; 0303 ; 030303 ; 04 ; 0402 ;
摘要
The hub-and-spoke model of semantic cognition seeks to reconcile embodied views of a fully distributed semantic network with patient evidence, primarily from semantic dementia, who demonstrate modality-independent conceptual deficits associated with atrophy centred on the ventrolateral anterior temporal lobe. The proponents of this model have recently suggested that the temporal cortex is a graded representational space where concepts become less linked to a specific modality as they are processed farther away from primary and secondary sensory cortices and towards the ventral anterior temporal lobe. To explore whether there is evidence that the connectivity patterns of the temporal lobe converge in its ventral anterior end the current study uses three dimensional Laplacian eigenmapping, a technique that allows visualisation of similarity in a low dimensional space. In this space similarity is encoded in terms of distances between data points. We found that the ventral and anterior temporal lobe is in a unique position of being at the centre of mass of the data points within the connective similarity space. This can be interpreted as the area where the connectivity profiles of all other temporal cortex voxels converge. This study is the first to explicitly investigate the pattern of connectivity and thus provides the missing link in the evidence that the ventral anterior temporal lobe can be considered a multi-modal graded hub. (C) 2019 The Authors. Published by Elsevier Ltd.
引用
收藏
页码:298 / 307
页数:10
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