ReviewExperimental physiology2024
Unpacking the multimodal, multi-scale data of the fast and slow lanes of the cardiac vagus through computational modelling.
Review in Experimental physiology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
10 citing papers in PubMed.
- Accelerating the development of bioelectronic medicine: outcomes and innovations from the NIH SPARC initiative.Bioelectronic medicine · 2026Review
- Multimodal, device-based therapeutic targeting of the cardiovascular autonomic nervous system.Nature reviews. Cardiology · 2026Review
- Balancing the autonomic scale: the promise of transcutaneous vagus nerve stimulation in combating cardiovascular diseases.Frontiers in physiology · 2026Review
- Direct vagal input to the gastrointestinal tract and other viscera: Re-definition of autonomic neuroscience or experimental artifacts?Autonomic neuroscience : basic & clinical · 2025Review
- Biophysical modelling of intrinsic cardiac nervous system neuronal electrophysiology based on single-cell transcriptomics.The Journal of physiology · 2025Article
- From sampling to simulating: Single-cell multiomics in systems pathophysiological modeling.iScience · 2024Review
- Computational modeling of autonomic nerve stimulation: Vagus et al.Current opinion in biomedical engineering · 2024Article
- Fast and slow lanes of the vagus.Experimental physiology · 2024Article
- Unpacking the multimodal, multi-scale data of the fast and slow lanes of the cardiac vagus through computational modelling.Experimental physiology · 2024Review
- Article
Corrections and comments
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Authors and funding
9 authors.
Funding
Abstract
The vagus nerve is a key mediator of brain-heart signaling, and its activity is necessary for cardiovascular health. Vagal outflow stems from the nucleus ambiguus, responsible primarily for fast, beat-to-beat regulation of heart rate and rhythm, and the dorsal motor nucleus of the vagus, responsible primarily for slow regulation of ventricular contractility. Due to the high-dimensional and multimodal nature of the anatomical, molecular and physiological data on neural regulation of cardiac function, data-derived mechanistic insights have proven elusive. Elucidating insights has been complicated further by the broad distribution of the data across heart, brain and peripheral nervous system circuits. Here we lay out an integrative framework based on computational modelling for combining these disparate and multi-scale data on the two vagal control lanes of the cardiovascular system. Newly available molecular-scale data, particularly single-cell transcriptomic analyses, have augmented our understanding of the heterogeneous neuronal states underlying vagally mediated fast and slow regulation of cardiac physiology. Cellular-scale computational models built from these data sets represent building blocks that can be combined using anatomical and neural circuit connectivity, neuronal electrophysiology, and organ/organismal-scale physiology data to create multi-system, multi-scale models that enable in silico exploration of the fast versus slow lane vagal stimulation. The insights from the computational modelling and analyses will guide new experimental questions on the mechanisms regulating the fast and slow lanes of the cardiac vagus toward exploiting targeted vagal neuromodulatory activity to promote cardiovascular health.
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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.