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Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism
Severe worry is a complex transdiagnostic phenotype independently associated with increased morbidity, including cognitive impairment and cardiovascular diseases. We investigated the neurobiological basis of worry in older adults by analyzing resting state fMRI using a large-scale network-based appr...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553743/ https://www.ncbi.nlm.nih.gov/pubmed/34711810 http://dx.doi.org/10.1038/s41398-021-01648-5 |
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author | Gerlach, Andrew R. Karim, Helmet T. Kazan, Joseph Aizenstein, Howard J. Krafty, Robert T. Andreescu, Carmen |
author_facet | Gerlach, Andrew R. Karim, Helmet T. Kazan, Joseph Aizenstein, Howard J. Krafty, Robert T. Andreescu, Carmen |
author_sort | Gerlach, Andrew R. |
collection | PubMed |
description | Severe worry is a complex transdiagnostic phenotype independently associated with increased morbidity, including cognitive impairment and cardiovascular diseases. We investigated the neurobiological basis of worry in older adults by analyzing resting state fMRI using a large-scale network-based approach. We collected resting fMRI on 77 participants (>50 years old) with varying worry severity. We computed region-wise connectivity across the default mode network (DMN), anterior salience network, and left executive control network. All 22,366 correlations were regressed on worry severity and adjusted for age, sex, race, education, disease burden, depression, anxiety, rumination, and neuroticism. We employed higher criticism, a second-level method of significance testing for rare and weak features, to reveal the functional connectivity patterns associated with worry. The analysis suggests that worry has a complex, yet distinct signature associated with resting state functional connectivity. Intra-connectivities and inter-connectivities of the DMN comprise the dominant contribution. The anterior cingulate, temporal lobe, and thalamus are heavily represented with overwhelmingly negative association with worry. The prefrontal regions are also strongly represented with a mix of positive and negative associations with worry. Identifying the most salient connections may be useful for targeted interventions for reducing morbidity associated with severe worry in older adults. |
format | Online Article Text |
id | pubmed-8553743 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-85537432021-10-29 Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism Gerlach, Andrew R. Karim, Helmet T. Kazan, Joseph Aizenstein, Howard J. Krafty, Robert T. Andreescu, Carmen Transl Psychiatry Article Severe worry is a complex transdiagnostic phenotype independently associated with increased morbidity, including cognitive impairment and cardiovascular diseases. We investigated the neurobiological basis of worry in older adults by analyzing resting state fMRI using a large-scale network-based approach. We collected resting fMRI on 77 participants (>50 years old) with varying worry severity. We computed region-wise connectivity across the default mode network (DMN), anterior salience network, and left executive control network. All 22,366 correlations were regressed on worry severity and adjusted for age, sex, race, education, disease burden, depression, anxiety, rumination, and neuroticism. We employed higher criticism, a second-level method of significance testing for rare and weak features, to reveal the functional connectivity patterns associated with worry. The analysis suggests that worry has a complex, yet distinct signature associated with resting state functional connectivity. Intra-connectivities and inter-connectivities of the DMN comprise the dominant contribution. The anterior cingulate, temporal lobe, and thalamus are heavily represented with overwhelmingly negative association with worry. The prefrontal regions are also strongly represented with a mix of positive and negative associations with worry. Identifying the most salient connections may be useful for targeted interventions for reducing morbidity associated with severe worry in older adults. Nature Publishing Group UK 2021-10-28 /pmc/articles/PMC8553743/ /pubmed/34711810 http://dx.doi.org/10.1038/s41398-021-01648-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Gerlach, Andrew R. Karim, Helmet T. Kazan, Joseph Aizenstein, Howard J. Krafty, Robert T. Andreescu, Carmen Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
title | Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
title_full | Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
title_fullStr | Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
title_full_unstemmed | Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
title_short | Networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
title_sort | networks of worry—towards a connectivity-based signature of late-life worry using higher criticism |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8553743/ https://www.ncbi.nlm.nih.gov/pubmed/34711810 http://dx.doi.org/10.1038/s41398-021-01648-5 |
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