Literature DB >> 30292076

Altered topology of the functional speech production network in non-fluent/agrammatic variant of PPA.

Maria Luisa Mandelli1, Ariane E Welch2, Eduard Vilaplana3, Christa Watson2, Giovanni Battistella2, Jesse A Brown2, Katherine L Possin2, Honey I Hubbard4, Zachary A Miller2, Maya L Henry5, Gabe A Marx2, Miguel A Santos-Santos6, Lynn P Bajorek2, Juan Fortea7, Adam Boxer2, Gil Rabinovici2, Suzee Lee2, Jessica Deleon2, Howard J Rosen2, Bruce L Miller2, William W Seeley8, Maria Luisa Gorno-Tempini2.   

Abstract

Non-fluent/agrammatic primary progressive aphasia (nfvPPA) is caused by neurodegeneration within the left fronto-insular speech and language production network (SPN). Graph theory is a branch of mathematics that studies network architecture (topology) by quantifying features based on its elements (nodes and connections). This approach has been recently applied to neuroimaging data to explore the complex architecture of the brain connectome, though few studies have exploited this technique in PPA. Here, we used graph theory on functional MRI resting state data from a group of 20 nfvPPA patients and 20 matched controls to investigate topological changes in response to focal neurodegeneration. We hypothesized that changes in the network architecture would be specific to the affected SPN in nfvPPA, while preserved in the spared default mode network (DMN). Topological configuration was quantified by hub location and global network metrics. Our findings showed a less efficiently wired and less optimally clustered SPN, while no changes were detected in the DMN. The SPN in the nfvPPA group showed a loss of hubs in the left fronto-parietal-temporal area and new critical nodes in the anterior left inferior-frontal and right frontal regions. Behaviorally, speech production score and rule violation errors correlated with the strength of functional connectivity of the left (lost) and right (new) regions respectively. This study shows that focal neurodegeneration within the SPN in nfvPPA is associated with network-specific topological alterations, with the loss and gain of crucial hubs and decreased global efficiency that were better accounted for through functional rather than structural changes. These findings support the hypothesis of selective network vulnerability in nfvPPA and may offer biomarkers for future behavioral intervention.
Copyright © 2018 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Functional connectivity; Graph theory; Primary progressive aphasia; Speech production network; Topological configuration

Mesh:

Year:  2018        PMID: 30292076      PMCID: PMC6317366          DOI: 10.1016/j.cortex.2018.08.002

Source DB:  PubMed          Journal:  Cortex        ISSN: 0010-9452            Impact factor:   4.027


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