ArticleThe lancet. Psychiatry2018
Extra-axial cerebrospinal fluid in high-risk and normal-risk children with autism aged 2-4 years: a case-control study.
Article in The lancet. Psychiatry, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 8 of them syntheses that pooled it.
What it found
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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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Who cites it
81 citing papers in PubMed, 8 syntheses or guidelines pooled it, 116 citations in OpenAlex.
- Presymptomatic Biological, Structural, and Functional Diagnostic Biomarkers of Autism Spectrum Disorder.Journal of neurochemistry · 2025Pooled it
- The diagnosis of ASD with MRI: a systematic review and meta-analysis.Translational psychiatry · 2024Pooled it
- Evaluation of Risk of Bias in Neuroimaging-Based Artificial Intelligence Models for Psychiatric Diagnosis: A Systematic Review.JAMA network open · 2023Pooled it
- Sleep, cerebrospinal fluid, and the glymphatic system: A systematic review.Sleep medicine reviews · 2022Pooled it
- Machine learning with neuroimaging data to identify autism spectrum disorder: a systematic review and meta-analysis.Neuroradiology · 2021Pooled it
- Emerging behavioral and neuroimaging biomarkers for early and accurate characterization of autism spectrum disorders: a systematic review.Translational psychiatry · 2021Pooled it
- Sex/gender differences in the human autistic brains: A systematic review of 20 years of neuroimaging research.NeuroImage. Clinical · 2021Pooled it
- How has DSM-5 Affected Autism Diagnosis? A 5-Year Follow-Up Systematic Literature Review and Meta-analysis.Journal of autism and developmental disorders · 2020Pooled it
- Miscompartmentalization of microbiota-derived TMAO is a reversible driver in autism spectrum disorder.iScience · 2026Article
- Reduced glymphatic function in autism revealed by the diffusion tensor analysis along the perivascular space index.Journal of neural transmission (Vienna, Austria : 1996) · 2026Article
- An Electroencephalographic Study of Sleep Spindle and Infraslow Oscillation in Children With Autism Spectrum Disorder.Journal of sleep research · 2026Article
- Altered cerebrospinal fluid-based clearance mechanisms in aging autistic adults.Research square · 2026Article
- Increased CSF volume, altered brain development and emotional reactivity after postnatal Zika virus infection in infant rhesus macaques.bioRxiv : the preprint server for biology · 2026Article
- Association of glymphatic dysfunction, free water, white matter integrity and long-term memory performance in aging autistic adults.Molecular autism · 2026Article
- Head Growth Trajectories During the First Year of Life and Risk of Autism Spectrum Disorder.Autism research : official journal of the International Society for Autism Research · 2026Article
- Extra-axial cerebrospinal fluid volumes from 6 to 24 months of age are associated with poorer executive function at school-age in children with and without autism.Journal of neurodevelopmental disorders · 2026Article
- Reference Trajectories of Extra-Axial Cerebrospinal Fluid during Childhood and Adolescence Defined in a Clinically Acquired MRI Dataset.Radiology. Artificial intelligence · 2026Article
- Autism Spectrum Disorder and Perivascular Spaces: An Integrative Perspective Across the Lifespan.Journal of clinical medicine · 2025Review
- Review
- Perivascular Space Burden in Children With Autism Spectrum Disorder Correlates With Neurodevelopmental Severity.Journal of magnetic resonance imaging : JMRI · 2025Article
21 more citing papers are in PubMed but not listed here.
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Authors and funding
9 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundWe previously showed, in two separate cohorts, that high-risk infants who were later diagnosed with autism spectrum disorder had abnormally high extra-axial cerebrospinal fluid (CSF) volume from age 6-24 months. The presence of increased extra-axial CSF volume preceded the onset of behavioural symptoms of autism and was predictive of a later diagnosis of autism spectrum disorder. In this study, we aimed to establish whether increased extra-axial CSF volume is found in a large, independent sample of children diagnosed with autism spectrum disorder, whether extra-axial CSF remains abnormally increased beyond infancy, and whether it is present in both normal-risk and high-risk children with autism.
methodsIn this case-control MRI study, children with autism spectrum disorder or with typical development aged 2-4 years were recruited from the community to the UC Davis MIND Institute Autism Phenome Project, based in Sacramento, CA, USA. The autism spectrum disorder group comprised children with autism spectrum disorder who were either normal risk (ie, from simplex families) or high risk (ie, from multiplex families). Measurements of extra-axial CSF volume, brain volume, head circumference, sleep problems, and familial risk status were derived from MRI and behavioural assessments. We applied a previously validated machine learning algorithm based on extra-axial CSF volume, brain volume, age, and sex to the current dataset.
findingsBetween July 20, 2007, and Dec 13, 2012, 159 children with autism spectrum disorder (132 male, 27 female) and 77 with typical development (49 male, 28 female) underwent MRI scans. The autism spectrum disorder group had an average of 15·1% more extra-axial CSF than controls after accounting for differences in brain volume, weight, age, and sex (least-squares mean 116·74 cm
interpretationIncreased extra-axial CSF volume is a reliable brain anomaly that has now been found in three independent cohorts, comprising both high-risk and normal-risk children with autism spectrum disorder. Increased extra-axial CSF volume is detectable using conventional structural MRI scans from infancy through to age 3 years. These results suggest that increased extra-axial CSF volume could be an early stratification biomarker of a biologically based subtype of autism that might share a common underlying pathophysiology.
fundingUS National Institutes of 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.