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      Resting State Functional Connectivity of the Rat Claustrum

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          Abstract

          The claustrum is structurally connected with many cortical areas.A major hurdle standing in the way of understanding claustrum function is the difficulty in assessing the global functional connectivity (FC) of this structure. The primary issues lie in the inability to isolate claustrum signal from the adjacent insular cortex (Ins), caudate/putamen (CPu), and endopiriform nucleus (Endo). To address this issue, we used (7T) fMRI in the rat and describe a novel analytic method to study claustrum without signal contamination from the surrounding structures. Using this approach, we acquired claustrum signal distinct from Ins, CPu, and Endo, and used this claustrum signal to determine whole brain resting state functional connectivity (RSFC). Claustrum RSFC was distinct from the adjacent structures and displayed extensive connections with sensory cortices and the cingulate cortex, consistent with known structural connectivity of the claustrum. These results suggest fMRI and improved analysis can be combined to accurately assay claustrum function.

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          Most cited references34

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          Putting a spin on the dorsal-ventral divide of the striatum.

          Since its conception three decades ago, the idea that the striatum consists of a dorsal sensorimotor part and a ventral portion processing limbic information has sparked a quest for functional correlates and anatomical characteristics of the striatal divisions. But this classic dorsal-ventral distinction might not offer the best view of striatal function. Anatomy and neurophysiology show that the two striatal areas have the same basic structure and that sharp boundaries are absent. Behaviorally, a distinction between dorsolateral and ventromedial seems most valid, in accordance with a mediolateral functional zonation imposed on the striatum by its excitatory cortical, thalamic and amygdaloid inputs. Therefore, this review presents a synthesis between the dorsal-ventral distinction and the more mediolateral-oriented functional striatal gradient.
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            What is the function of the claustrum?

            The claustrum is a thin, irregular, sheet-like neuronal structure hidden beneath the inner surface of the neocortex in the general region of the insula. Its function is enigmatic. Its anatomy is quite remarkable in that it receives input from almost all regions of cortex and projects back to almost all regions of cortex. We here briefly summarize what is known about the claustrum, speculate on its possible relationship to the processes that give rise to integrated conscious percepts, propose mechanisms that enable information to travel widely within the claustrum and discuss experiments to address these questions.
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              Reduction of motion-related artifacts in resting state fMRI using aCompCor.

              Recent studies have illustrated that motion-related artifacts remain in resting-state fMRI (rs-fMRI) data even after common corrective processing procedures have been applied, but the extent to which head motion distorts the data may be modulated by the corrective approach taken. We compare two different methods for estimating nuisance signals from tissues not expected to exhibit BOLD fMRI signals of neuronal origin: 1) the more commonly used mean signal method and 2) the principal components analysis approach (aCompCor: Behzadi et al., 2007). Further, we investigate the added benefit of "scrubbing" (Power et al., 2012) following both methods. We demonstrate that the use of aCompCor removes motion artifacts more effectively than tissue-mean signal regression. In addition, inclusion of more components from anatomically defined regions of no interest better mitigates motion-related artifacts and improves the specificity of functional connectivity estimates. While scrubbing further attenuates motion-related artifacts when mean signals are used, scrubbing provides no additional benefit in terms of motion artifact reduction or connectivity specificity when using aCompCor. Copyright © 2014 Elsevier Inc. All rights reserved.
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                Author and article information

                Contributors
                Journal
                Front Neuroanat
                Front Neuroanat
                Front. Neuroanat.
                Frontiers in Neuroanatomy
                Frontiers Media S.A.
                1662-5129
                22 February 2019
                2019
                : 13
                : 22
                Affiliations
                [1] 1Center to Advance Chronic Pain Research, Department of Neural and Pain Sciences, School of Dentistry, University of Maryland , Baltimore, MD, United States
                [2] 2Department of Pharmacology, School of Medicine, University of Maryland , Baltimore, MD, United States
                [3] 3Department of Physiology, School of Medicine, University of Maryland , Baltimore, MD, United States
                [4] 4Graduate Entry Medicine Program, Monash Rural Health-Churchill , Churchill, VIC, Australia
                [5] 5Department of Physiology, Monash University , Clayton, VIC, Australia
                Author notes

                Edited by: Kathleen S. Rockland, Boston University School of Medicine, United States

                Reviewed by: Ileana Ozana Jelescu, École Polytechnique Fédérale de Lausanne, Switzerland; Richard Jarrett Rushmore, Boston University, United States

                *Correspondence: Brian N. Mathur bmathur@ 123456som.umaryland.edu David A. Seminowicz dseminowicz@ 123456umaryland.edu

                Co-senior authors

                Article
                10.3389/fnana.2019.00022
                6395398
                30853902
                131ef5f6-fde5-421e-8cb4-e08a80834384
                Copyright © 2019 Krimmel, Qadir, Hesselgrave, White, Reser, Mathur and Seminowicz.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 08 August 2018
                : 06 February 2019
                Page count
                Figures: 4, Tables: 0, Equations: 0, References: 39, Pages: 7, Words: 4764
                Categories
                Neuroscience
                Original Research

                Neurosciences
                anterior cingulate cortex,caudate,cortex,forebrain,insula,putamen,striatum,top-down
                Neurosciences
                anterior cingulate cortex, caudate, cortex, forebrain, insula, putamen, striatum, top-down

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