A Weighted and Directed Interareal Connectivity Matrix for Macaque Cerebral Cortex

被引:545
作者
Markov, N. T. [1 ,2 ,3 ]
Ercsey-Ravasz, M. M. [4 ,7 ]
Gomes, A. R. Ribeiro [1 ,2 ]
Lamy, C. [1 ,2 ]
Magrou, L. [1 ,2 ]
Vezoli, J. [1 ,2 ,8 ]
Misery, P. [1 ,2 ]
Falchier, A. [1 ,2 ,9 ]
Quilodran, R. [1 ,2 ,10 ]
Gariel, M. A. [1 ,2 ,11 ]
Sallet, J. [1 ,2 ,12 ]
Gamanut, R. [1 ,2 ]
Huissoud, C. [1 ,2 ,13 ]
Clavagnier, S. [1 ,2 ,14 ]
Giroud, P. [1 ,2 ]
Sappey-Marinier, D. [5 ]
Barone, P. [1 ,2 ,15 ]
Dehay, C. [1 ,2 ]
Toroczkai, Z. [4 ]
Knoblauch, K. [1 ,2 ]
Van Essen, D. C. [6 ]
Kennedy, H. [1 ,2 ]
机构
[1] INSERM, Stem Cell & Brain Res Inst, U846, F-69500 Bron, France
[2] Univ Lyon 1, F-69003 Lyon, France
[3] Yale Univ, Dept Neurobiol, New Haven, CT 06520 USA
[4] Univ Notre Dame, Dept Phys, Interdisciplinary Ctr Network Sci & Applicat, Notre Dame, IN 46556 USA
[5] Hop Neurol, CERMEP, F-69394 Lyon 03, France
[6] Washington Univ, Sch Med, St Louis, MO USA
[7] Babes Bolyai Univ, Dept Phys, Cluj Napoca, Romania
[8] Cooperat Max Planck Soc, Ernst Strungmann Inst ESI Neurosci, Frankfurt, Germany
[9] Nathan S Kline Inst Psychiat Res, Orangeburg, NY 10962 USA
[10] Univ Valparaiso, Dept Preclin, Escuela Med, Valparaiso, Chile
[11] Netherlands Inst Neurosci, Dept Vis & Cognit, Amsterdam, Netherlands
[12] Univ Oxford, Decis & Act Lab, Oxford OX1 3UD, England
[13] Hosp Civils Lyon, Serv Gynecol Obstet, Lyon, France
[14] McGill Vis Res, Montreal, PQ, Canada
[15] Cerveau & Cognit, UMR 5549, Toulouse, France
基金
美国国家科学基金会;
关键词
connection; cortex; graph; monkey; network; CORTICAL VISUAL AREAS; FUNCTIONAL CONNECTIVITY; SMALL-WORLD; QUANTITATIVE-ANALYSIS; PREFRONTAL CORTEX; STRIATE CORTEX; PREMOTOR AREAS; FRONTAL-LOBE; CORTICOCORTICAL CONNECTIONS; CORTICOSPINAL PROJECTIONS;
D O I
10.1093/cercor/bhs270
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Retrograde tracer injections in 29 of the 91 areas of the macaque cerebral cortex revealed 1,615 interareal pathways, a third of which have not previously been reported. A weight index (extrinsic fraction of labeled neurons [FLNe]) was determined for each area-to-area pathway. Newly found projections were weaker on average compared with the known projections; nevertheless, the 2 sets of pathways had extensively overlapping weight distributions. Repeat injections across individuals revealed modest FLNe variability given the range of FLNe values (standard deviation <1 log unit, range 5 log units). The connectivity profile for each area conformed to a lognormal distribution, where a majority of projections are moderate or weak in strength. In the G(29 x) (29) interareal subgraph, two-thirds of the connections that can exist do exist. Analysis of the smallest set of areas that collects links from all 91 nodes of the G(29 x 91) subgraph (dominating set analysis) confirms the dense (66%) structure of the cortical matrix. The G(29 x 29) subgraph suggests an unexpectedly high incidence of unidirectional links. The directed and weighted G(29 x 91) connectivity matrix for the macaque will be valuable for comparison with connectivity analyses in other species, including humans. It will also inform future modeling studies that explore the regularities of cortical networks.
引用
收藏
页码:17 / 36
页数:20
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