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Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance

BACKGROUND: Metabolic dysregulation is currently considered a major risk factor for hippocampal pathology. The aim of the present study was to characterize the influence of key metabolic drivers on functional connectivity of the hippocampus in healthy adults. METHODS: Insulin resistance was directly...

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Autores principales: Haas, Shalaila S., Myoraku, Alison, Watson, Kathleen, Robakis, Thalia, Frangou, Sophia, Abbasi, Fahim, Rasgon, Natalie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9158395/
https://www.ncbi.nlm.nih.gov/pubmed/35492025
http://dx.doi.org/10.1192/j.eurpsy.2022.21
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author Haas, Shalaila S.
Myoraku, Alison
Watson, Kathleen
Robakis, Thalia
Frangou, Sophia
Abbasi, Fahim
Rasgon, Natalie
author_facet Haas, Shalaila S.
Myoraku, Alison
Watson, Kathleen
Robakis, Thalia
Frangou, Sophia
Abbasi, Fahim
Rasgon, Natalie
author_sort Haas, Shalaila S.
collection PubMed
description BACKGROUND: Metabolic dysregulation is currently considered a major risk factor for hippocampal pathology. The aim of the present study was to characterize the influence of key metabolic drivers on functional connectivity of the hippocampus in healthy adults. METHODS: Insulin resistance was directly quantified by measuring steady-state plasma glucose (SSPG) concentration during the insulin suppression test and fasting levels of insulin, glucose, leptin, and cortisol, and measurements of body mass index and waist circumference were obtained in a sample of healthy cognitively intact adults (n = 104). Resting-state neuroimaging data were also acquired for the quantification of hippocampal functional cohesiveness and integration with the major resting-state networks (RSNs). Data-driven analysis using unsupervised machine learning (k-means clustering) was then employed to identify clusters of individuals based on their metabolic and functional connectivity profiles. RESULTS: K-means clustering identified two clusters of increasing metabolic deviance evidenced by cluster differences in the plasma levels of leptin (40.36 (29.97) vs. 27.59 (25.58) μg/L) and the degree of insulin resistance (SSPG concentration: 161.63 (65.27) vs. 125.72 (66.81) mg/dL). Individuals in the cluster with higher metabolic deviance showed lower functional cohesiveness within each hippocampus and lower integration of posterior and anterior components of the left and right hippocampus with the major RSNs. The two clusters did not differ in general intellectual ability or episodic memory. CONCLUSIONS: We identified two clusters of individuals differentiated by abnormalities in insulin resistance, leptin levels, and hippocampal connectivity, with one of the clusters showing greater deviance. These findings support the link between metabolic dysregulation and hippocampal function even in nonclinical samples.
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spelling pubmed-91583952022-06-16 Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance Haas, Shalaila S. Myoraku, Alison Watson, Kathleen Robakis, Thalia Frangou, Sophia Abbasi, Fahim Rasgon, Natalie Eur Psychiatry Research Article BACKGROUND: Metabolic dysregulation is currently considered a major risk factor for hippocampal pathology. The aim of the present study was to characterize the influence of key metabolic drivers on functional connectivity of the hippocampus in healthy adults. METHODS: Insulin resistance was directly quantified by measuring steady-state plasma glucose (SSPG) concentration during the insulin suppression test and fasting levels of insulin, glucose, leptin, and cortisol, and measurements of body mass index and waist circumference were obtained in a sample of healthy cognitively intact adults (n = 104). Resting-state neuroimaging data were also acquired for the quantification of hippocampal functional cohesiveness and integration with the major resting-state networks (RSNs). Data-driven analysis using unsupervised machine learning (k-means clustering) was then employed to identify clusters of individuals based on their metabolic and functional connectivity profiles. RESULTS: K-means clustering identified two clusters of increasing metabolic deviance evidenced by cluster differences in the plasma levels of leptin (40.36 (29.97) vs. 27.59 (25.58) μg/L) and the degree of insulin resistance (SSPG concentration: 161.63 (65.27) vs. 125.72 (66.81) mg/dL). Individuals in the cluster with higher metabolic deviance showed lower functional cohesiveness within each hippocampus and lower integration of posterior and anterior components of the left and right hippocampus with the major RSNs. The two clusters did not differ in general intellectual ability or episodic memory. CONCLUSIONS: We identified two clusters of individuals differentiated by abnormalities in insulin resistance, leptin levels, and hippocampal connectivity, with one of the clusters showing greater deviance. These findings support the link between metabolic dysregulation and hippocampal function even in nonclinical samples. Cambridge University Press 2022-05-02 /pmc/articles/PMC9158395/ /pubmed/35492025 http://dx.doi.org/10.1192/j.eurpsy.2022.21 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
spellingShingle Research Article
Haas, Shalaila S.
Myoraku, Alison
Watson, Kathleen
Robakis, Thalia
Frangou, Sophia
Abbasi, Fahim
Rasgon, Natalie
Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
title Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
title_full Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
title_fullStr Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
title_full_unstemmed Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
title_short Lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
title_sort lower functional hippocampal connectivity in healthy adults is jointly associated with higher levels of leptin and insulin resistance
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9158395/
https://www.ncbi.nlm.nih.gov/pubmed/35492025
http://dx.doi.org/10.1192/j.eurpsy.2022.21
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