ReviewTranslational psychiatry2022
From mechanisms to markers: novel noninvasive EEG proxy markers of the neural excitation and inhibition system in humans.
Review in Translational psychiatry, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 93 papers, 6 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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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
93 citing papers in PubMed, 6 syntheses or guidelines pooled it, 146 citations in OpenAlex.
- A Systematic Review of Aperiodic Neural Activity in Clinical Investigations.The European journal of neuroscience · 2025Pooled it
- Neural excitation/inhibition imbalance and neurodevelopmental pathology in human copy number variant syndromes: a systematic review.Journal of neurodevelopmental disorders · 2025Pooled it
- Genetics of catatonia: a systematic review of case reports and a gene pathway analysis.European psychiatry : the journal of the Association of European Psychiatrists · 2025Pooled it
- Distinct features of EEG microstates in autism spectrum disorder revealed by meta-analysis: the contribution of individual age to heterogeneity across studies.Frontiers in psychiatry · 2025Pooled it
- Resting-state electroencephalography and magnetoencephalography in migraine-a systematic review and meta-analysis.The journal of headache and pain · 2024Pooled it
- Aperiodic and Hurst EEG exponents across early human brain development: A systematic review.Developmental cognitive neuroscience · 2024Pooled it
- Preventing slowing down of alpha rhythms in stroke patients through modulation of cortical excitatory-inhibitory balance: a randomized controlled trial.Journal of neuroengineering and rehabilitation · 2026Trial
- Transcranial random noise stimulation combined with cognitive training for treating ADHD: a randomized, sham-controlled clinical trial.Translational psychiatry · 2023Trial
- Cortical Hyperexcitability Shapes Large-Scale Brain Dynamics and Behavioral Outcome in Angelman Syndrome.Biological psychiatry global open science · 2026Article
- Efficacy and EEG-ECG mechanisms of taVNS combined with TEAS for negative symptoms of schizophrenia: a protocol for a 2 × 2 factorial randomized controlled trial.European archives of psychiatry and clinical neuroscience · 2026Article
- Beyond neural oscillations: Stress-related aperiodic activity and aperiodic-oscillatory spectral covariation.iScience · 2026Article
- Changes in Aperiodic (1/f Slope) Activity During a Picture-Word Interference Task: Effects of Congruency and Sequence Manipulations.Psychophysiology · 2026Article
- Altered long-range temporal correlations in delta oscillatory amplitude dynamics in gambling disorder.European archives of psychiatry and clinical neuroscience · 2026Article
- Glutamatergic signaling underlies brain structural organization for mathematical and reading abilities in children.Nature communications · 2026Article
- Virtual brain and electroencephalography explain the variance of memory alterations in mild cognitive impairment.Alzheimer's research & therapy · 2026Article
- Aperiodic and oscillatory activity of the human brain during induced emotional states.medRxiv : the preprint server for health sciences · 2026Article
- Immediate to longer-term neurophysiological impact of acute neural network disruption.medRxiv : the preprint server for health sciences · 2026Article
- Relating ADHD to the aperiodic component of the EEG signal in both males and females across development.Developmental cognitive neuroscience · 2026Article
- Deep Brain Stimulation Induces Antidepressant Effects by Restoring High-Fidelity Communication in the BNST-NAc Circuit.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Qualitative EEG abnormalities in ASD reflect inhibition-dominated brain dynamics.Scientific reports · 2026Article
33 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
13 authors at 6 institutions in 5 countries.
Funding
Abstract
Brain function is a product of the balance between excitatory and inhibitory (E/I) brain activity. Variation in the regulation of this activity is thought to give rise to normal variation in human traits, and disruptions are thought to potentially underlie a spectrum of neuropsychiatric conditions (e.g., Autism, Schizophrenia, Downs' Syndrome, intellectual disability). Hypotheses related to E/I dysfunction have the potential to provide cross-diagnostic explanations and to combine genetic and neurological evidence that exists within and between psychiatric conditions. However, the hypothesis has been difficult to test because: (1) it lacks specificity-an E/I dysfunction could pertain to any level in the neural system- neurotransmitters, single neurons/receptors, local networks of neurons, or global brain balance - most researchers do not define the level at which they are examining E/I function; (2) We lack validated methods for assessing E/I function at any of these neural levels in humans. As a result, it has not been possible to reliably or robustly test the E/I hypothesis of psychiatric disorders in a large cohort or longitudinal patient studies. Currently available, in vivo markers of E/I in humans either carry significant risks (e.g., deep brain electrode recordings or using Positron Emission Tomography (PET) with radioactive tracers) and/or are highly restrictive (e.g., limited spatial extent for Transcranial Magnetic Stimulation (TMS) and Magnetic Resonance Spectroscopy (MRS). More recently, a range of novel Electroencephalography (EEG) features has been described, which could serve as proxy markers for E/I at a given level of inference. Thus, in this perspective review, we survey the theories and experimental evidence underlying 6 novel EEG markers and their biological underpinnings at a specific neural level. These cheap-to-record and scalable proxy markers may offer clinical utility for identifying subgroups within and between diagnostic categories, thus directing more tailored sub-grouping and, therefore, treatment strategies. However, we argue that studies in clinical populations are premature. To maximize the potential of prospective EEG markers, we first need to understand the link between underlying E/I mechanisms and measurement techniques.
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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.