Association between aerobic fitness and the functional connectome in patients with schizophrenia

被引:6
作者
Roell, Lukas [1 ,9 ]
Maurus, Isabel [1 ]
Keeser, Daniel [1 ,2 ,9 ]
Karali, Temmuz [1 ,2 ,9 ]
Papazov, Boris [2 ]
Hasan, Alkomiet [3 ]
Schmitt, Andrea [1 ,4 ]
Papazova, Irina [3 ]
Lembeck, Moritz [1 ]
Hirjak, Dusan [5 ]
Sykorova, Eliska [5 ]
Thieme, Cristina E. [5 ]
Muenz, Susanne [1 ]
Seitz, Valentina [1 ]
Greska, David [1 ]
Campana, Mattia [1 ]
Wagner, Elias [1 ]
Loehrs, Lisa [1 ]
Stoecklein, Sophia [2 ]
Ertl-Wagner, Birgit [2 ,10 ]
Poemsl, Johannes [6 ]
Roeh, Astrid [3 ]
Malchow, Berend [7 ]
Keller-Varady, Katriona [8 ]
Meyer-Lindenberg, Andreas [5 ]
Falkai, Peter [1 ]
机构
[1] Ludwig Maximilians Univ Munchen, Dept Psychiat & Psychotherapy, Univ Hosp, Nussbaumstr 7, D-80336 Munich, Germany
[2] Ludwig Maximilians Univ Munchen, Dept Radiol, Univ Hosp, Munich, Germany
[3] Univ Augsburg, Bezirkskrankenhaus Augsburg, Dept Psychiat & Psychosomat, Augsburg, Germany
[4] Univ Sao Paulo, Inst Psychiat, Lab Neurosci LIM27, Sao Paulo, Brazil
[5] Heidelberg Univ, Med Fac Mannheim, Cent Inst Mental Hlth, Heidelberg, Germany
[6] Tech Univ Munich, Univ Hosp, Klinikum Rechts Isar, Dept Psychiat & Psychotherapy,Med Fac, Munich, Germany
[7] Univ Hosp Gottingen, Dept Psychiat & Psychotherapy, Gottingen, Germany
[8] Hannover Med Sch, Inst Sports Med, Hannover, Germany
[9] Univ Hosp LMU, Neurolmaging Core Unit Munich NICUM, Munich, Germany
[10] Hosp Sick Children, Dept Diagnost Imaging, Div Neuroradiol, Toronto, ON, Canada
关键词
Schizophrenia; Exercise; Fitness; Neuroimaging; fMRI; Functional connectivity; AUDITORY VERBAL HALLUCINATIONS; RANDOMIZED CONTROLLED-TRIALS; NEGATIVE SYMPTOMS; SPECTRUM DISORDERS; PHYSICAL-EXERCISE; NMDA RECEPTOR; METAANALYSIS; CONNECTIVITY; CORTEX; INTERVENTIONS;
D O I
10.1007/s00406-022-01411-x
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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.
引用
收藏
页码:1253 / 1272
页数:20
相关论文
共 92 条
[1]   Machine learning for neuroirnaging with scikit-learn [J].
Abraham, Alexandre ;
Pedregosa, Fabian ;
Eickenberg, Michael ;
Gervais, Philippe ;
Mueller, Andreas ;
Kossaifi, Jean ;
Gramfort, Alexandre ;
Thirion, Bertrand ;
Varoquaux, Gael .
FRONTIERS IN NEUROINFORMATICS, 2014, 8
[2]   ASSESSING DEPRESSION IN SCHIZOPHRENIA - THE CALGARY DEPRESSION SCALE [J].
ADDINGTON, D ;
ADDINGTON, J ;
MATICKATYNDALE, E .
BRITISH JOURNAL OF PSYCHIATRY, 1993, 163 :39-44
[3]   Functional network connectivity impairments and core cognitive deficits in schizophrenia [J].
Adhikari, Bhim M. ;
Hong, L. Elliot ;
Sampath, Hemalatha ;
Chiappelli, Joshua ;
Jahanshad, Neda ;
Thompson, Paul M. ;
Rowland, Laura M. ;
Calhoun, Vince D. ;
Du, Xiaoming ;
Chen, Shuo ;
Kochunov, Peter .
HUMAN BRAIN MAPPING, 2019, 40 (16) :4593-4605
[4]   Stimulus-dependent activations and attention-related modulations in the auditory cortex: A meta-analysis of fMRI studies [J].
Alho, Kimmo ;
Rinne, Teemu ;
Herron, Timothy J. ;
Woods, David L. .
HEARING RESEARCH, 2014, 307 :29-41
[5]   The role of the cerebellum in schizophrenia [J].
Andreasen, Nancy C. ;
Pierson, Ronald .
BIOLOGICAL PSYCHIATRY, 2008, 64 (02) :81-88
[6]   Cognitive dysmetria as an integrative theory of schizophrenia: A dysfunction in cortical subcortical-cerebellar circuitry? [J].
Andreasen, NC ;
Paradiso, S ;
O'Leary, DS .
SCHIZOPHRENIA BULLETIN, 1998, 24 (02) :203-218
[7]   Exercise as Medicine for Mental and Substance Use Disorders: A Meta-review of the Benefits for Neuropsychiatric and Cognitive Outcomes [J].
Ashdown-Franks, Garcia ;
Firth, Joseph ;
Carney, Rebekah ;
Carvalho, Andre F. ;
Hallgren, Mats ;
Koyanagi, Ai ;
Rosenbaum, Simon ;
Schuch, Felipe B. ;
Smith, Lee ;
Solmi, Marco ;
Vancampfort, Davy ;
Stubbs, Brendon .
SPORTS MEDICINE, 2020, 50 (01) :151-170
[8]  
Beckmann C. F., 2009, Neuroimage, V47, pS148, DOI [10.1016/S1053-8119(09)71511-3, DOI 10.1016/S1053-8119(09)71511-3]
[9]   FUNCTIONAL CONNECTIVITY IN THE MOTOR CORTEX OF RESTING HUMAN BRAIN USING ECHO-PLANAR MRI [J].
BISWAL, B ;
YETKIN, FZ ;
HAUGHTON, VM ;
HYDE, JS .
MAGNETIC RESONANCE IN MEDICINE, 1995, 34 (04) :537-541
[10]   Specific Substantial Dysconnectivity in Schizophrenia: A Transdiagnostic Multimodal Meta-analysis of Resting-State Functional and Structural Magnetic Resonance Imaging Studies [J].
Brandl, Felix ;
Avram, Mihai ;
Weise, Benedikt ;
Shang, Jing ;
Simoes, Beatriz ;
Bertram, Teresa ;
Ayala, Daniel Hoffmann ;
Penzel, Nora ;
Guersel, Deniz A. ;
Baeuml, Josef ;
Wohlschlaeger, Afra M. ;
Vukadinovic, Zoran ;
Koutsouleris, Nikolaos ;
Leucht, Stefan ;
Sorg, Christian .
BIOLOGICAL PSYCHIATRY, 2019, 85 (07) :573-583