Meditation as a Bioactive Intervention: Molecular and Neurophysiological Mechanisms Revealed by Connectivity Mapping
Joshi, A.; Patel, D.; Muralidharan, V.; Mukerji, M.
Show abstract
Meditation practices are often used as non-pharmacological adjunct therapy for managing stress and well-being benefits. We propose that beneath their non-pharmacological facade, meditation practices might operate via drug target modulation having profound neurophysiological effects. Firstly, we leverage the Connectivity Map (CMap) to investigate (a) the overlap between meditation-induced molecular signatures and established drug responses, and (b) the pathways and mechanisms contributing to meditation potential therapeutic effects. This was studied in a comprehensive temporal RNAseq dataset comprising premeditation, meditation, and follow-up stages from a clinical trial involving 106 participants practising inner engineering meditation. Meditation signatures overlapped with over 438 drugs, but predominantly with drugs targeting the neuroactive ligand receptor pathways, capable of modulating the brains excitation-inhibition (E/I) balance. Next, to bridge the meditation-induced molecular changes to measurable neurophysiological effects, we performed a comprehensive meta-analysis of drugs affecting E/I balance through the lens of non-invasive brain stimulation, i.e., transcranial magnetic stimulation (TMS-EMG and TMS-EEG). Using multiple correspondence analysis, we then clustered the CMap informed neuroactive drugs and their E/I effects on the same latent space. We found that meditations effects mimic drugs targeting the GABAergic, Glutametergic and other neuromodulatory system pathways. Our findings lead to a working model to objectively test neurophysiological changes resulting from meditation that can lead to evidence-based clinical applications. Overall, these findings support the view that meditation acts as a biologically active intervention capable of modulating molecular pathways and cortical excitability, rather than functioning solely as a psychological or contemplative practice.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Alpha activity neuromodulation induced by individual alpha-based neurofeedback learning in ecological context: A double-blind randomized study 92%
- Altered directed functional connectivity of the right amygdala in depression: high-density EEG study 92%
- Indoxyl sulfate, a gut microbiome-derived uremic toxin, is associated with psychic anxiety and its functional magnetic resonance imaging-based neurologic signature 92%
Similar papers in this journal
- Networks and genes modulated by posterior hypothalamic stimulation in patients with aggressive behaviours: Analysis of probabilistic mapping, normative connectomics, and atlas-derived transcriptomics of the largest international multi-centre dataset 93%
- Instantaneous antidepressant effect of lateral habenula deep brain stimulation in rats studied with functional magnetic resonance imaging 93%
- Differential dopaminergic modulation of spontaneous cortico-subthalamic activity in Parkinson's disease 92%
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Effect of Non-invasive Spinal Cord Stimulation in Unmedicated Adults with Major Depressive Disorder: A Pilot Randomized Controlled Trial and Induced Current Flow Pattern 94%
- Gene expression signatures of response to fluoxetine treatment: systematic review and meta-analyses 92%
- Clinical Response to Neurofeedback in Major Depression Relates to Subtypes of Whole-Brain Activation Patterns During Training 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.