Resting State Networks' Corticotopy: The Dual Intertwined Rings Architecture
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{"title"=>"Resting State Networks' Corticotopy: The Dual Intertwined Rings Architecture", "type"=>"journal", "authors"=>[{"first_name"=>"Salma", "last_name"=>"Mesmoudi", "scopus_author_id"=>"27867805500"}, {"first_name"=>"Vincent", "last_name"=>"Perlbarg", "scopus_author_id"=>"8390339900"}, {"first_name"=>"David", "last_name"=>"Rudrauf", "scopus_author_id"=>"13409610300"}, {"first_name"=>"Arnaud", "last_name"=>"Messe", "scopus_author_id"=>"36059703600"}, {"first_name"=>"Basile", "last_name"=>"Pinsard", "scopus_author_id"=>"55806177000"}, {"first_name"=>"Dominique", "last_name"=>"Hasboun", "scopus_author_id"=>"7003598174"}, {"first_name"=>"Claudia", "last_name"=>"Cioli", "scopus_author_id"=>"56465040900"}, {"first_name"=>"Guillaume", "last_name"=>"Marrelec", "scopus_author_id"=>"6603328316"}, {"first_name"=>"Roberto", "last_name"=>"Toro", "scopus_author_id"=>"16417942000"}, {"first_name"=>"Habib", "last_name"=>"Benali", "scopus_author_id"=>"7004836834"}, {"first_name"=>"Yves", "last_name"=>"Burnod", "scopus_author_id"=>"7004545873"}], "year"=>2013, "source"=>"PLoS ONE", "identifiers"=>{"scopus"=>"2-s2.0-84880822135", "doi"=>"10.1371/journal.pone.0067444", "sgr"=>"84880822135", "isbn"=>"1932-6203", "pmid"=>"23894288", "issn"=>"19326203", "pui"=>"369437969"}, "id"=>"48dc8fd8-1af5-3ff6-9666-ee5e9b02af55", "abstract"=>"How does the brain integrate multiple sources of information to support normal sensorimotor and cognitive functions? To investigate this question we present an overall brain architecture (called \"the dual intertwined rings architecture\") that relates the functional specialization of cortical networks to their spatial distribution over the cerebral cortex (or \"corticotopy\"). Recent results suggest that the resting state networks (RSNs) are organized into two large families: 1) a sensorimotor family that includes visual, somatic, and auditory areas and 2) a large association family that comprises parietal, temporal, and frontal regions and also includes the default mode network. We used two large databases of resting state fMRI data, from which we extracted 32 robust RSNs. We estimated: (1) the RSN functional roles by using a projection of the results on task based networks (TBNs) as referenced in large databases of fMRI activation studies; and (2) relationship of the RSNs with the Brodmann Areas. In both classifications, the 32 RSNs are organized into a remarkable architecture of two intertwined rings per hemisphere and so four rings linked by homotopic connections. The first ring forms a continuous ensemble and includes visual, somatic, and auditory cortices, with interspersed bimodal cortices (auditory-visual, visual-somatic and auditory-somatic, abbreviated as VSA ring). The second ring integrates distant parietal, temporal and frontal regions (PTF ring) through a network of association fiber tracts which closes the ring anatomically and ensures a functional continuity within the ring. The PTF ring relates association cortices specialized in attention, language and working memory, to the networks involved in motivation and biological regulation and rhythms. This \"dual intertwined architecture\" suggests a dual integrative process: the VSA ring performs fast real-time multimodal integration of sensorimotor information whereas the PTF ring performs multi-temporal integration (i.e., relates past, present, and future representations at different temporal scales).", "link"=>"http://www.mendeley.com/research/resting-state-networks-corticotopy-dual-intertwined-rings-architecture", "reader_count"=>50, "reader_count_by_academic_status"=>{"Unspecified"=>4, "Researcher"=>16, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>1, "Other"=>5, "Student > Master"=>7, "Student > Bachelor"=>1, "Lecturer"=>1, "Professor"=>2}, "reader_count_by_user_role"=>{"Unspecified"=>4, "Researcher"=>16, "Student > Doctoral Student"=>2, "Student > Ph. D. Student"=>11, "Student > Postgraduate"=>1, "Other"=>5, "Student > Master"=>7, "Student > Bachelor"=>1, "Lecturer"=>1, "Professor"=>2}, "reader_count_by_subject_area"=>{"Unspecified"=>8, "Biochemistry, Genetics and Molecular Biology"=>1, "Agricultural and Biological Sciences"=>11, "Medicine and Dentistry"=>9, "Neuroscience"=>10, "Physics and Astronomy"=>1, "Psychology"=>5, "Computer Science"=>5}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>9}, "Neuroscience"=>{"Neuroscience"=>10}, "Physics and Astronomy"=>{"Physics and Astronomy"=>1}, "Psychology"=>{"Psychology"=>5}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>11}, "Computer Science"=>{"Computer Science"=>5}, "Biochemistry, Genetics and Molecular Biology"=>{"Biochemistry, Genetics and Molecular Biology"=>1}, "Unspecified"=>{"Unspecified"=>8}}, "reader_count_by_country"=>{"Republic of Singapore"=>1, "Netherlands"=>1, "United States"=>1, "Finland"=>1, "United Kingdom"=>1, "France"=>1, "Australia"=>1, "Germany"=>1}, "group_count"=>4}

Scopus | Further Information

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Figshare

  • {"files"=>["https://ndownloader.figshare.com/files/1129739"], "description"=>"<p>(A) Mapping of the 32 Resting State Networks (RSNs), on the right hemisphere (above) and the left hemisphere (below), on the lateral face (left) and the medial face (right). (B) Representativeness of the 32 RSNs. The color of each bar corresponds to the color of the RSNs network in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g001\" target=\"_blank\">Figure 1A</a> and the RSNs are labeled with their representativeness rank. (C) Spatial similarity rate between equivalent RSNs in the Cambridge and Beijing populations.</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology", "representativeness", "rsns", "similarities"], "article_id"=>754184, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g001", "stats"=>{"downloads"=>0, "page_views"=>7, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mapping_and_representativeness_of_RSNs_and_similarities_in_two_different_populations_/754184", "title"=>"Mapping and representativeness of RSNs and similarities in two different populations.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129740"], "description"=>"<p>(A) RSN×TBN matrix showing overlaps (topographical similarity) between the 32 Resting State Networks (RSN, vertical axis) and the 18 reference Task Based Networks (TBNs, horizontal axis). The RSN are labeled as in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g001\" target=\"_blank\">Fig. 1</a> and the TBNs are labeled as in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone.0067444-Laird1\" target=\"_blank\">[14]</a>. The RSNs and TBNs are ranked according to the maximum of their overlaps. (B) RSN×TBN matrix reorganized by applying an Expectation Maximization (EM) algorithm to display the RSN clusters having similar overlaps with the TBNs (see text for details). The RSN×TBN clusters are: 1 (RSN# 2, 5, 22, 9), 2 (20, 7, 18, 21), 3 (4), 4 (14, 25), 5 (32, 17, 27) and 6 (6, 1, 23, 24, 13, 29, 3, 28, 30, 11, 19, 31, 26, 8, 16, 15). The color bars (at the right of <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g002\" target=\"_blank\">Figure 2B</a>) indicate: visual (blue), somatomotor (orange), auditory (green), left, right and bilateral RSN (red), and RSNs of intermediate region (black). Scale bars represents the nuber of shared voxels. (C) This table shows the correspondence between RSNs and TBNs obtained by the maximal overlap between them, with the main sensory-motor and cognitive functions of the TBNs. The masks, labels and functions of TBNs are taken from <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone.0067444-Laird1\" target=\"_blank\">[14]</a>. The labels of RSNs correspond to their representativeness in the group of subjects, as in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g001\" target=\"_blank\">Fig. 1</a>. The colors used for RSNs labels, are the same as color bars in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g002\" target=\"_blank\">Fig. 2B</a>.</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology", "overlap"], "article_id"=>754185, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g002", "stats"=>{"downloads"=>1, "page_views"=>18, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_RSN_215_TBN_overlap_matrix_/754185", "title"=>"RSN×TBN overlap matrix.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129741"], "description"=>"<p>(A) Matrix of 30RSN×28BA (Brodmann Area). 20*: BA20+BA38, 41*: BA41+42, 28*: BA28+BA34+BA35+BA36, 32*:BA32+BA24+BA25, 23*:BA23+BA29+BA30+BA31, (B) Matrix of 30RSN×7BAF (Brodmann Area Family), see the details concerning the BAFs and RSNs in the text. Both matrices are reorganized by applying the same Expectation Maximization (EM) algorithm as in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g002\" target=\"_blank\">Fig. 2C</a>, to reveal the RSNs clusters with a similar topography on the cortical surface. The RSNs are ranked on the vertical axis according to this clustering. BA×RSN matrix clusters: 1 (RSN# 1, 23, 2, 5, 22, 9), 2 (20, 21), 3 (4, 7, 18), 4 (14, 25, 27, 32,17), 5 (24, 13, 29, 28, 30, 11, 19, 31, 26, 16), 6 (3, 15) and 7 (6, 8). matrix clusters: 1 (RSN# 2, 22, 9, 5), 2 (4,7,21), 3 (18), 4 (20), 5 (25, 14, 17, 32), 6 (27, 28, 11, 29, 13, 19, 6, 26, 18, 20, 8 and 24), 7 (3, 15, 30, 16), 8 (31), 9 (23) and 10 (1). Color bars (to the right of <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g003\" target=\"_blank\">Figures 3A, 3B</a>) indicate: visual (red), somatomotor (orange), auditory (green), left, right and bilateral RSNs (red) and as in Table in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g002\" target=\"_blank\">Fig. 2C</a>, RSNs of intermediate region are in (black). Scale bars represent the number of shared voxels.</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology", "overlap"], "article_id"=>754186, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g003", "stats"=>{"downloads"=>2, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_overlap_matrix_/754186", "title"=>"overlap matrix.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129742"], "description"=>"<p>(A) Comparison of clustering results on the 3 matrices , and . All clustering results are obtained with the same method: Mixture Distribution Algorithm. is a cluster of RSNs obtained from matrix (RSNxi), , , where p is the number of clusters. IR: Intermediate Regions are represented by RSN# 1, 23, 27 (B) Mapping of the 2 families which group the RSNs, according to the clustering based on functional specialization (as shown in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g002\" target=\"_blank\">Fig. 2</a>) and the clustering based on cortical topography (shown in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g003\" target=\"_blank\">Fig. 3</a>), giving both the same results: VSA family formed by 3 clusters, LR (Left and Right = bilateral) Visual RSNs, in blue; LR Auditory RSNs in green and LR somatomotor RSNs in orange, with similar colors as in Table in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g002\" target=\"_blank\">Fig. 2C</a>. PTF family: R (right lateralized) RSNs in dark purple, L (left lateralized) RSNs in light purple and LR (bilateral) RSNs in red, distributed over the parietal, frontal, temporal and cingular regions. (C) The two intertwined rings per hemisphere: the visual, somatomotor and auditory RSNs clusters shown in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g004\" target=\"_blank\">Fig. 4</a> and grouped in the VSA family form the VSA ring, in blue, and the RSNs of the PTF family, distributed over the parietal, temporal, frontal and cingular regions form the PTF ring, in red. The overlap between the two families is shown in purple. The two rings are intertwined as shown in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g007\" target=\"_blank\">Fig. 7</a>.</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology", "vsa", "ptf"], "article_id"=>754187, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g004", "stats"=>{"downloads"=>0, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mapping_of_VSA_and_PTF_families_/754187", "title"=>"Mapping of VSA and PTF families.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129743"], "description"=>"<p>(A1) The VSA ring, in blue, forms a continuous cortical ring organized around primary cortices: visual (V), auditory (A) and somatomotor (S) with interspersed bimodal regions: visuo-somatomotor (VS), auditory-somatomotor (SA) and visuo-auditory (VA). (A2) The PTF ring, in red, forms a ring discontinuous over the cortical mantle but closed by major cortical fiber tracts (see <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g006\" target=\"_blank\">Fig. 6</a>), with 3 regions, parietal, temporal and frontal on the lateral (l) aspect of each hemisphere (lP,lT,lF) and 3 regions parietal, temporal and frontal, on the medial (m) aspect (mP,mT,mF). (B) The two rings are intertwined: the PTF ring, in red, is placed in foreground, to show that it is not continuous over the cortical mantle but interrupted by the VSA ring and is closed by major cortical fiber tracts passing below the VSA ring, as shown in <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0067444#pone-0067444-g006\" target=\"_blank\">Fig. 6</a>.</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology", "dual", "intertwined", "rings"], "article_id"=>754188, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g005", "stats"=>{"downloads"=>1, "page_views"=>12, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_The_dual_intertwined_rings_architecture_/754188", "title"=>"The dual intertwined rings architecture.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129745"], "description"=>"<p>Comparison of the topography of the two rings (lateral and dorsal views), with superimposed major cortical fiber tracts (see text for details). Mapping of major long-distance fiber tracts on the 3D mask of the PTF ring (Fig. A) and VSA ring (Fig. B). Long-range connections on the VSA ring and the PTF ring, mapped together (Fig. C).</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology", "cortical", "connections", "closing", "ptf"], "article_id"=>754190, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g006", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Long_distance_cortical_connections_closing_the_PTF_ring_/754190", "title"=>"Long distance cortical connections closing the PTF ring.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/1129746"], "description"=>"<p>Schematic representation of the principle of intertwining of the VSA ring and the PTF ring within each hemisphere, thanks to the major long-range tract fibers.</p>", "links"=>[], "tags"=>["Anatomy and physiology", "Neurological system", "neuroanatomy", "neuroscience", "neuroimaging", "fmri", "Cognitive neuroscience", "neural networks", "neurophysiology"], "article_id"=>754191, "categories"=>["Medicine", "Biological Sciences"], "users"=>["Salma Mesmoudi", "Vincent Perlbarg", "David Rudrauf", "Arnaud Messé", "Basile Pinsard", "Dominique Hasboun", "Claudia Cioli", "Guillaume Marrelec", "Roberto Toro", "Habib Benali", "Yves Burnod"], "doi"=>"https://dx.doi.org/10.1371/journal.pone.0067444.g007", "stats"=>{"downloads"=>0, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Intertwining_scheme_/754191", "title"=>"Intertwining scheme.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2013-07-24 06:23:31"}

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Relative Metric

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