ArticleCortex; a journal devoted to the study of the nervous system and behavior2021
The autonomic brain: Multi-dimensional generative hierarchical modelling of the autonomic connectome.
Article in Cortex; a journal devoted to the study of the nervous system and behavior, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed.
- Fifteen years on: a review of the Cam-CAN study of the cognitive neuroscience of ageing.GeroScience · 2026Review
- Central autonomic network dysfunction in Stroke-Heart Syndrome: mechanistic roles of the insula and limbic system.Frontiers in neuroscience · 2026Review
- Role of beta-blocker therapy on the sympathetic effects in stroke heart syndrome.Clinical autonomic research : official journal of the Clinical Autonomic Research Society · 2025Article
- Cortical and subcortical mapping of the human allostatic-interoceptive system using 7 Tesla fMRI.Nature neuroscience · 2025Article
- Deep phenotyping of patient lived experience in functional bowel disorders using machine learning.Scientific reports · 2025Article
- The brain-heart axis: integrative cooperation of neural, mechanical and biochemical pathways.Nature reviews. Cardiology · 2025Review
- Breaking barriers: we need a multidisciplinary approach to tackle cancer drug resistance.BJC reports · 2025Review
- Cortical and subcortical mapping of the allostatic-interoceptive system in the human brain using 7 Tesla fMRI.bioRxiv : the preprint server for biology · 2025Article
- Compressed representation of brain genetic transcription.Human brain mapping · 2024Article
- Changes in Brain Structure and Function in a Multisport Cohort of Retired Female and Male Athletes, Many Years after Suffering a Concussion: Implications for Neuroplasticity and Neurodegenerative Disease Pathogenesis.Journal of Alzheimer's disease reports · 2024Article
- Brain tumour genetic network signatures of survival.Brain : a journal of neurology · 2023Article
- Disrupted Gray Matter Networks Associated with Cognitive Dysfunction in Cerebral Small Vessel Disease.Brain sciences · 2023Article
- Latent disconnectome prediction of long-term cognitive-behavioural symptoms in stroke.Brain : a journal of neurology · 2023Article
- Genetics of Neurogenic Orthostatic Hypotension in Parkinson's Disease, Results from a Cross-Sectional In Silico Study.Brain sciences · 2023Article
- Graph lesion-deficit mapping of fluid intelligence.Brain : a journal of neurology · 2023Article
- Impact of Tai Chi as an adjunct treatment on brain connectivity in geriatric depression.Journal of affective disorders · 2022Article
- Differentiating central nervous system infection from disease infiltration in hematological malignancy.Scientific reports · 2022Article
- Neuroimaging of acute myocardial injury in stroke: insights into brain lesion locations and network disconnections.Frontiers in neurologyArticle
Corrections and comments
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Authors and funding
8 authors.
Funding
Abstract
The autonomic nervous system governs the body's multifaceted internal adaptation to diverse changes in the external environment, a role more complex than is accessible to the methods-and data scales-hitherto used to illuminate its operation. Here we apply generative graphical modelling to large-scale multimodal neuroimaging data encompassing normal and abnormal states to derive a comprehensive hierarchical representation of the autonomic brain. We demonstrate that whereas conventional structural and functional maps identify regions jointly modulated by parasympathetic and sympathetic systems, only graphical analysis discriminates between them, revealing the cardinal roles of the autonomic system to be mediated by high-level distributed interactions. We provide a novel representation of the autonomic system-a multidimensional, generative network-that renders its richness tractable within future models of its function in health and disease.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.