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Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease

BACKGROUND: The medial parietal cortex is an early site of pathological protein deposition in Alzheimer’s disease (AD). Previous studies have identified different subregions within this area; however, these subregions are often heterogeneous and disregard individual differences or subtle pathologica...

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Autores principales: Veréb, Dániel, Mijalkov, Mite, Chang, Yu-Wei, Canal-Garcia, Anna, Gomez-Ruis, Emiliano, Maass, Anne, Villeneuve, Sylvia, Volpe, Giovanni, Pereira, Joana B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10114342/
https://www.ncbi.nlm.nih.gov/pubmed/37076873
http://dx.doi.org/10.1186/s13195-023-01228-3
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author Veréb, Dániel
Mijalkov, Mite
Chang, Yu-Wei
Canal-Garcia, Anna
Gomez-Ruis, Emiliano
Maass, Anne
Villeneuve, Sylvia
Volpe, Giovanni
Pereira, Joana B.
author_facet Veréb, Dániel
Mijalkov, Mite
Chang, Yu-Wei
Canal-Garcia, Anna
Gomez-Ruis, Emiliano
Maass, Anne
Villeneuve, Sylvia
Volpe, Giovanni
Pereira, Joana B.
author_sort Veréb, Dániel
collection PubMed
description BACKGROUND: The medial parietal cortex is an early site of pathological protein deposition in Alzheimer’s disease (AD). Previous studies have identified different subregions within this area; however, these subregions are often heterogeneous and disregard individual differences or subtle pathological alterations in the underlying functional architecture. To address this limitation, here we measured the continuous connectivity gradients of the medial parietal cortex and assessed their relationship with cerebrospinal fluid (CSF) biomarkers, ApoE ε4 carriership and memory in asymptomatic individuals at risk to develop AD. METHODS: Two hundred sixty-three cognitively normal participants with a family history of sporadic AD who underwent resting-state and task-based functional MRI using encoding and retrieval tasks were included from the PREVENT-AD cohort. A novel method for characterizing spatially continuous patterns of functional connectivity was applied to estimate functional gradients in the medial parietal cortex during the resting-state and task-based conditions. This resulted in a set of nine parameters that described the appearance of the gradient across different spatial directions. We performed correlation analyses to assess whether these parameters were associated with CSF biomarkers of phosphorylated tau(181) (p-tau), total tau (t-tau), and amyloid-ß(1-42) (Aß). Then, we compared the spatial parameters between ApoE ε4 carriers and noncarriers, and evaluated the relationship between these parameters and memory. RESULTS: Alterations involving the superior part of the medial parietal cortex, which was connected to regions of the default mode network, were associated with higher p-tau, t-tau levels as well as lower Aß/p-tau levels during the resting-state condition (p < 0.01). Similar alterations were found in ApoE ε4 carriers compared to non-carriers (p < 0.003). In contrast, lower immediate memory scores were associated with changes in the middle part of the medial parietal cortex, which was connected to inferior temporal and posterior parietal regions, during the encoding task (p = 0.001). No results were found when using conventional connectivity measures. CONCLUSIONS: Functional alterations in the medial parietal gradients are associated with CSF AD biomarkers, ApoE ε4 carriership, and lower memory in an asymptomatic cohort with a family history of sporadic AD, suggesting that functional gradients are sensitive to subtle changes associated with early AD stages. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-023-01228-3.
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spelling pubmed-101143422023-04-20 Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease Veréb, Dániel Mijalkov, Mite Chang, Yu-Wei Canal-Garcia, Anna Gomez-Ruis, Emiliano Maass, Anne Villeneuve, Sylvia Volpe, Giovanni Pereira, Joana B. Alzheimers Res Ther Research BACKGROUND: The medial parietal cortex is an early site of pathological protein deposition in Alzheimer’s disease (AD). Previous studies have identified different subregions within this area; however, these subregions are often heterogeneous and disregard individual differences or subtle pathological alterations in the underlying functional architecture. To address this limitation, here we measured the continuous connectivity gradients of the medial parietal cortex and assessed their relationship with cerebrospinal fluid (CSF) biomarkers, ApoE ε4 carriership and memory in asymptomatic individuals at risk to develop AD. METHODS: Two hundred sixty-three cognitively normal participants with a family history of sporadic AD who underwent resting-state and task-based functional MRI using encoding and retrieval tasks were included from the PREVENT-AD cohort. A novel method for characterizing spatially continuous patterns of functional connectivity was applied to estimate functional gradients in the medial parietal cortex during the resting-state and task-based conditions. This resulted in a set of nine parameters that described the appearance of the gradient across different spatial directions. We performed correlation analyses to assess whether these parameters were associated with CSF biomarkers of phosphorylated tau(181) (p-tau), total tau (t-tau), and amyloid-ß(1-42) (Aß). Then, we compared the spatial parameters between ApoE ε4 carriers and noncarriers, and evaluated the relationship between these parameters and memory. RESULTS: Alterations involving the superior part of the medial parietal cortex, which was connected to regions of the default mode network, were associated with higher p-tau, t-tau levels as well as lower Aß/p-tau levels during the resting-state condition (p < 0.01). Similar alterations were found in ApoE ε4 carriers compared to non-carriers (p < 0.003). In contrast, lower immediate memory scores were associated with changes in the middle part of the medial parietal cortex, which was connected to inferior temporal and posterior parietal regions, during the encoding task (p = 0.001). No results were found when using conventional connectivity measures. CONCLUSIONS: Functional alterations in the medial parietal gradients are associated with CSF AD biomarkers, ApoE ε4 carriership, and lower memory in an asymptomatic cohort with a family history of sporadic AD, suggesting that functional gradients are sensitive to subtle changes associated with early AD stages. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13195-023-01228-3. BioMed Central 2023-04-19 /pmc/articles/PMC10114342/ /pubmed/37076873 http://dx.doi.org/10.1186/s13195-023-01228-3 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Veréb, Dániel
Mijalkov, Mite
Chang, Yu-Wei
Canal-Garcia, Anna
Gomez-Ruis, Emiliano
Maass, Anne
Villeneuve, Sylvia
Volpe, Giovanni
Pereira, Joana B.
Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease
title Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease
title_full Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease
title_fullStr Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease
title_full_unstemmed Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease
title_short Functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic Alzheimer’s disease
title_sort functional gradients of the medial parietal cortex in a healthy cohort with family history of sporadic alzheimer’s disease
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10114342/
https://www.ncbi.nlm.nih.gov/pubmed/37076873
http://dx.doi.org/10.1186/s13195-023-01228-3
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