ArticlePloS one2011
Autism and increased paternal age related changes in global levels of gene expression regulation.
Article in PloS one, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 2 of them syntheses that pooled it.
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Who cites it
49 citing papers in PubMed, 2 syntheses or guidelines pooled it, 116 citations in OpenAlex.
- A meta-analysis of two high-risk prospective cohort studies reveals autism-specific transcriptional changes to chromatin, autoimmune, and environmental response genes in umbilical cord blood.Molecular autism · 2019Pooled it
- Blood transcriptomic comparison of individuals with and without autism spectrum disorder: A combined-samples mega-analysis.American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics · 2017Pooled it
- Convergence and divergence of genes informed by common and rare variants of autism spectrum disorders in tissue-specific pathways and gene networks.Translational psychiatry · 2026Article
- Feature learning augmented with sampling and heuristics (FLASH) improves model performance and biomarker identification.NPJ systems biology and applications · 2025Article
- A multi-omics approach reveals dysregulated TNF-related signaling pathways in circulating NK and T cell subsets of young children with autism.Genes and immunity · 2025Article
- MicroRNA Profiling Identifies Age-Associated MicroRNAs and Potential Biomarkers for Early Diagnosis of Autism.International journal of molecular sciences · 2025Article
- DNA/RNA hybrid profiling in autistic patients: A focus on mRNA and non-coding RNA variations.PloS one · 2025Article
- Enhancing Transcriptomic Insights into Neurological Disorders Through the Comparative Analysis of Shapley Values.Current issues in molecular biology · 2024Article
- BrainGENIE: The Brain Gene Expression and Network Imputation Engine.Translational psychiatry · 2023Article
- Effect of advanced parental age on pregnancy outcome and offspring health.Journal of assisted reproduction and genetics · 2022Review
- Characterization of a mGluR5 Knockout Rat Model with Hallmarks of Fragile X Syndrome.Life (Basel, Switzerland) · 2022Article
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- R.ROSETTA: an interpretable machine learning framework.BMC bioinformatics · 2021Article
- HDG-select: A novel GUI based application for gene selection and classification in high dimensional datasets.PloS one · 2021Article
- Use of relevancy and complementary information for discriminatory gene selection from high-dimensional gene expression data.PloS one · 2021Article
- Interpretable Machine Learning Reveals Dissimilarities Between Subtypes of Autism Spectrum Disorder.Frontiers in genetics · 2021Article
- Stable gene selection by self-representation method in fuzzy sample classification.Medical & biological engineering & computing · 2020Article
- Transcriptome signatures from discordant sibling pairs reveal changes in peripheral blood immune cell composition in Autism Spectrum Disorder.Translational psychiatry · 2020Article
- Single-cell sperm transcriptomes and variants from fathers of children with and without autism spectrum disorder.NPJ genomic medicine · 2020Article
Corrections and comments
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Authors and funding
13 authors at 4 institutions in 1 country.
Funding
Abstract
A causal role of mutations in multiple general transcription factors in neurodevelopmental disorders including autism suggested that alterations in global levels of gene expression regulation might also relate to disease risk in sporadic cases of autism. This premise can be tested by evaluating for changes in the overall distribution of gene expression levels. For instance, in mice, variability in hippocampal-dependent behaviors was associated with variability in the pattern of the overall distribution of gene expression levels, as assessed by variance in the distribution of gene expression levels in the hippocampus. We hypothesized that a similar change in variance might be found in children with autism. Gene expression microarrays covering greater than 47,000 unique RNA transcripts were done on RNA from peripheral blood lymphocytes (PBL) of children with autism (n = 82) and controls (n = 64). Variance in the distribution of gene expression levels from each microarray was compared between groups of children. Also tested was whether a risk factor for autism, increased paternal age, was associated with variance. A decrease in the variance in the distribution of gene expression levels in PBL was associated with the diagnosis of autism and a risk factor for autism, increased paternal age. Traditional approaches to microarray analysis of gene expression suggested a possible mechanism for decreased variance in gene expression. Gene expression pathways involved in transcriptional regulation were down-regulated in the blood of children with autism and children of older fathers. Thus, results from global and gene specific approaches to studying microarray data were complimentary and supported the hypothesis that alterations at the global level of gene expression regulation are related to autism and increased paternal age. Global regulation of transcription, thus, represents a possible point of convergence for multiple etiologies of autism and other neurodevelopmental disorders.
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Registered trials
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