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Association between aerobic fitness and the functional connectome in patients with schizophrenia
BACKGROUND: Schizophrenia is accompanied by widespread alterations in static functional connectivity associated with symptom severity and cognitive deficits. Improvements in aerobic fitness have been demonstrated to ameliorate symptomatology and cognition in people with schizophrenia, but the interm...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508005/ https://www.ncbi.nlm.nih.gov/pubmed/35488054 http://dx.doi.org/10.1007/s00406-022-01411-x |
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author | Roell, Lukas Maurus, Isabel Keeser, Daniel Karali, Temmuz Papazov, Boris Hasan, Alkomiet Schmitt, Andrea Papazova, Irina Lembeck, Moritz Hirjak, Dusan Sykorova, Eliska Thieme, Cristina E. Muenz, Susanne Seitz, Valentina Greska, David Campana, Mattia Wagner, Elias Loehrs, Lisa Stoecklein, Sophia Ertl-Wagner, Birgit Poemsl, Johannes Roeh, Astrid Malchow, Berend Keller-Varady, Katriona Meyer-Lindenberg, Andreas Falkai, Peter |
author_facet | Roell, Lukas Maurus, Isabel Keeser, Daniel Karali, Temmuz Papazov, Boris Hasan, Alkomiet Schmitt, Andrea Papazova, Irina Lembeck, Moritz Hirjak, Dusan Sykorova, Eliska Thieme, Cristina E. Muenz, Susanne Seitz, Valentina Greska, David Campana, Mattia Wagner, Elias Loehrs, Lisa Stoecklein, Sophia Ertl-Wagner, Birgit Poemsl, Johannes Roeh, Astrid Malchow, Berend Keller-Varady, Katriona Meyer-Lindenberg, Andreas Falkai, Peter |
author_sort | Roell, Lukas |
collection | PubMed |
description | BACKGROUND: Schizophrenia is accompanied by widespread alterations in static functional connectivity associated with symptom severity and cognitive deficits. Improvements in aerobic fitness have been demonstrated to ameliorate symptomatology and cognition in people with schizophrenia, but the intermediary role of macroscale connectivity patterns remains unknown. OBJECTIVE: Therefore, we aim to explore the relation between aerobic fitness and the functional connectome in individuals with schizophrenia. Further, we investigate clinical and cognitive relevance of the identified fitness-connectivity links. METHODS: Patients diagnosed with schizophrenia were included in this cross-sectional resting-state fMRI analysis. Multilevel Bayesian partial correlations between aerobic fitness and functional connections across the whole brain as well as between static functional connectivity patterns and clinical and cognitive outcome were performed. Preliminary causal inferences were enabled based on mediation analyses. RESULTS: Static functional connectivity between the subcortical nuclei and the cerebellum as well as between temporal seeds mediated the attenuating relation between aerobic fitness and total symptom severity. Functional connections between cerebellar seeds affected the positive link between aerobic fitness and global cognition, while the functional interplay between central and limbic seeds drove the beneficial association between aerobic fitness and emotion recognition. CONCLUSION: The current study provides first insights into the interactions between aerobic fitness, the functional connectome and clinical and cognitive outcome in people with schizophrenia, but causal interpretations are preliminary. Further interventional aerobic exercise studies are needed to replicate the current findings and to enable conclusive causal inferences. TRIAL REGISTRATION: The study which the manuscript is based on is registered in the International Clinical Trials Database (ClinicalTrials.gov identifier [NCT number]: NCT03466112) and in the German Clinical Trials Register (DRKS-ID: DRKS00009804). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00406-022-01411-x. |
format | Online Article Text |
id | pubmed-9508005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-95080052022-09-25 Association between aerobic fitness and the functional connectome in patients with schizophrenia Roell, Lukas Maurus, Isabel Keeser, Daniel Karali, Temmuz Papazov, Boris Hasan, Alkomiet Schmitt, Andrea Papazova, Irina Lembeck, Moritz Hirjak, Dusan Sykorova, Eliska Thieme, Cristina E. Muenz, Susanne Seitz, Valentina Greska, David Campana, Mattia Wagner, Elias Loehrs, Lisa Stoecklein, Sophia Ertl-Wagner, Birgit Poemsl, Johannes Roeh, Astrid Malchow, Berend Keller-Varady, Katriona Meyer-Lindenberg, Andreas Falkai, Peter Eur Arch Psychiatry Clin Neurosci Original Paper BACKGROUND: Schizophrenia is accompanied by widespread alterations in static functional connectivity associated with symptom severity and cognitive deficits. Improvements in aerobic fitness have been demonstrated to ameliorate symptomatology and cognition in people with schizophrenia, but the intermediary role of macroscale connectivity patterns remains unknown. OBJECTIVE: Therefore, we aim to explore the relation between aerobic fitness and the functional connectome in individuals with schizophrenia. Further, we investigate clinical and cognitive relevance of the identified fitness-connectivity links. METHODS: Patients diagnosed with schizophrenia were included in this cross-sectional resting-state fMRI analysis. Multilevel Bayesian partial correlations between aerobic fitness and functional connections across the whole brain as well as between static functional connectivity patterns and clinical and cognitive outcome were performed. Preliminary causal inferences were enabled based on mediation analyses. RESULTS: Static functional connectivity between the subcortical nuclei and the cerebellum as well as between temporal seeds mediated the attenuating relation between aerobic fitness and total symptom severity. Functional connections between cerebellar seeds affected the positive link between aerobic fitness and global cognition, while the functional interplay between central and limbic seeds drove the beneficial association between aerobic fitness and emotion recognition. CONCLUSION: The current study provides first insights into the interactions between aerobic fitness, the functional connectome and clinical and cognitive outcome in people with schizophrenia, but causal interpretations are preliminary. Further interventional aerobic exercise studies are needed to replicate the current findings and to enable conclusive causal inferences. TRIAL REGISTRATION: The study which the manuscript is based on is registered in the International Clinical Trials Database (ClinicalTrials.gov identifier [NCT number]: NCT03466112) and in the German Clinical Trials Register (DRKS-ID: DRKS00009804). SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00406-022-01411-x. Springer Berlin Heidelberg 2022-04-30 2022 /pmc/articles/PMC9508005/ /pubmed/35488054 http://dx.doi.org/10.1007/s00406-022-01411-x Text en © The Author(s) 2022 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 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, visithttp://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Original Paper Roell, Lukas Maurus, Isabel Keeser, Daniel Karali, Temmuz Papazov, Boris Hasan, Alkomiet Schmitt, Andrea Papazova, Irina Lembeck, Moritz Hirjak, Dusan Sykorova, Eliska Thieme, Cristina E. Muenz, Susanne Seitz, Valentina Greska, David Campana, Mattia Wagner, Elias Loehrs, Lisa Stoecklein, Sophia Ertl-Wagner, Birgit Poemsl, Johannes Roeh, Astrid Malchow, Berend Keller-Varady, Katriona Meyer-Lindenberg, Andreas Falkai, Peter Association between aerobic fitness and the functional connectome in patients with schizophrenia |
title | Association between aerobic fitness and the functional connectome in patients with schizophrenia |
title_full | Association between aerobic fitness and the functional connectome in patients with schizophrenia |
title_fullStr | Association between aerobic fitness and the functional connectome in patients with schizophrenia |
title_full_unstemmed | Association between aerobic fitness and the functional connectome in patients with schizophrenia |
title_short | Association between aerobic fitness and the functional connectome in patients with schizophrenia |
title_sort | association between aerobic fitness and the functional connectome in patients with schizophrenia |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9508005/ https://www.ncbi.nlm.nih.gov/pubmed/35488054 http://dx.doi.org/10.1007/s00406-022-01411-x |
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