ArticleMolecular autism2022
Globally elevated excitation-inhibition ratio in children with autism spectrum disorder and below-average intelligence.
Article in Molecular autism, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 papers, 3 of them syntheses that pooled it.
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Who cites it
39 citing papers in PubMed, 3 syntheses or guidelines pooled it, 62 citations in OpenAlex.
- Efficacy of pharmacological and microbiota-based therapies in preclinical models of autism spectrum disorder: a systematic review.Molecular psychiatry · 2026Pooled it
- A Systematic Review of Aperiodic Neural Activity in Clinical Investigations.The European journal of neuroscience · 2025Pooled it
- SYNGAP-1 Mutation And Catatonia: A Case Series and Systematic Review.Journal of child and adolescent psychopharmacology · 2024Pooled it
- Transcranial Pulsed Current Stimulation and Social Functioning in Children With Autism: A Randomized Clinical Trial.JAMA network open · 2025Trial
- Catatonic Features That May Be Mistaken for Worsening Autism Show Treatment-Associated Improvement: Implications for Later Regression.medRxiv : the preprint server for health sciences · 2026Article
- Electroconvulsive Therapy for Catatonia in Autistic and Non-Autistic Patients: An Observational Study on Course, Efficacy, Aggression, and Self-Injury Outcomes.Autism research : official journal of the International Society for Autism Research · 2026Article
- Baseline Dynamics and Sleep Loss-Driven Changes of Electrocorticographic Aperiodic Properties Are Altered in Mice Lacking Neuroligin-2.The European journal of neuroscience · 2026Article
- MEG resting state alpha and beta band functional connectivity in male children with autism and sensory processing dysfunction.Journal of neural engineering · 2026Article
- Task-Related Aperiodic EEG (1/f) Activity in Autism.Autism research : official journal of the International Society for Autism Research · 2026Article
- VGLUT1 and PSD-95 Expression Remains Stable in the Prefrontal and Cerebellar Cortices of the VPA Autism Rat Model.Developmental neurobiology · 2026Article
- Peripheral Mitochondrial Energetics are Associated with Cortical Neurophysiological Alterations in Alzheimer's Disease.medRxiv : the preprint server for health sciences · 2026Article
- Aperiodic and periodic neural activity during sleep in autism spectrum disorders.BMC medicine · 2026Article
- CASPR2 Autoimmune Antibodies Induce Neuronal Hyperactivity in Human Brain Organoids.Journal of neurochemistry · 2026Article
- Sex-specific cortical networks drive social behavior differences in an autism spectrum disorder model.Translational psychiatry · 2025Article
- Haploinsufficiency of intraflagellar transport protein 172 causes autism-like behavioral phenotypes in mice through BDNF.Journal of advanced research · 2025Article
- Article
- Understanding and targeting repetitive behaviors and restricted interests in autism spectrum disorder via high-definition transcranial direct current stimulation: a study-protocol.BMC psychiatry · 2025Article
- Exploring EEG resting state differences in autism: sparse findings from a large cohort.Molecular autism · 2025Article
- EEG during dynamic facial emotion processing reveals neural activity patterns associated with autistic traits in children.Cerebral cortex (New York, N.Y. : 1991) · 2025Article
- Critical biomarkers for responsive deep brain stimulation and responsive focal cortex stimulation in epilepsy field.Fundamental research · 2025Article
Corrections and comments
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Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAltered neuronal excitation-inhibition (E-I) balance is strongly implicated in ASD. However, it is not known whether the direction and degree of changes in the E-I ratio in individuals with ASD correlates with intellectual disability often associated with this developmental disorder. The spectral slope of the aperiodic 1/f activity reflects the E-I balance at the scale of large neuronal populations and may uncover its putative alternations in individuals with ASD with and without intellectual disability.
methodsHerein, we used magnetoencephalography (MEG) to test whether the 1/f slope would differentiate ASD children with average and below-average (< 85) IQ. MEG was recorded at rest with eyes open/closed in 49 boys with ASD aged 6-15 years with IQ ranging from 54 to 128, and in 49 age-matched typically developing (TD) boys. The cortical source activity was estimated using the beamformer approach and individual brain models. We then extracted the 1/f slope by fitting a linear function to the log-log-scale power spectra in the high-frequency range.
resultsThe global 1/f slope averaged over all cortical sources demonstrated high rank-order stability between the two conditions. Consistent with previous research, it was steeper in the eyes-closed than in the eyes-open condition and flattened with age. Regardless of condition, children with ASD and below-average IQ had flatter slopes than either TD or ASD children with average or above-average IQ. These group differences could not be explained by differences in signal-to-noise ratio or periodic (alpha and beta) activity. LIMITATIONS: Further research is needed to find out whether the observed changes in E-I ratios are characteristic of children with below-average IQ of other diagnostic groups.
conclusionsThe atypically flattened spectral slope of aperiodic activity in children with ASD and below-average IQ suggests a shift of the global E-I balance toward hyper-excitation. The spectral slope can provide an accessible noninvasive biomarker of the E-I ratio for making objective judgments about treatment effectiveness in people with ASD and comorbid intellectual disability.
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