Biological hierarchy from genotype to phenotype in syndromic and non-syndromic autism spectrum disorder
Open accessAbstract
Autism spectrum disorder (ASD) is a heterogeneous neurodevelopmental condition whose pathophysiology is thought to arise from complex interactions among genetic variation, molecular and cellular perturbations, and neural circuit dysfunction. Although the distinction between syndromic and non-syndromic ASD was introduced as a pragmatic clinical classification, these clinically defined subgroups may exhibit overlapping yet distinct patterns of genetic liability and molecular dysregulation while also exhibiting mechanistic convergence. This narrative review examines the molecular mechanisms underlying synaptic development, structure, and function, with particular emphasis on the roles of chromatin remodeling and epigenetic regulation in neurodevelopment. It further considers how molecular and cellular alterations may contribute to impaired functional integration at the neural circuit level. By comparing the shared and unique genes and pathways associated with syndromic and non-syndromic ASD, the review identifies potential points of mechanistic convergence across multiple levels of biological organization. To integrate these findings, the review proposes a three-layer hierarchical framework that links gene function (Layer 1), core biological pathways (Layer 2), and clinical phenotypes (Layer 3). By mapping ASD-associated genes onto a functional continuum ranging from local synaptic effectors to global regulators of chromatin and gene expression, this framework illustrates how subtype-enriched genetic factors may give rise to both shared and unique molecular, cellular, and circuit-level alterations. The proposed framework may help identify common and subtype-enriched biological mechanisms, inform biomarker discovery, and provide a conceptual basis for mechanism-informed ASD research and biologically grounded clinical stratification.
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Written from the paper’s full text.
TL;DR
This narrative review compares syndromic and non-syndromic autism spectrum disorder (ASD) and proposes a three-layer hierarchy linking gene function, core biological pathways, and clinical phenotypes. It argues that ASD genetic heterogeneity maps onto a continuum from local synaptic effectors to global chromatin/transcriptional regulators, with bridge genes such as SHANK3, FMR1, and UBE3A spanning categories.
Key findings
- Non-syndromic ASD is predominantly associated with synaptic effector genes and pathways: postsynaptic scaffolds/adhesion molecules (SHANK2/3, NLGN2/3/4X, NRXN1–3), glutamate receptors (GRIN1/2A/2B, GRIA2), ion channels and GABA receptors (SCN2A, SCN8A, KCNQ2/3, GABRB2/3), cytoskeletal/transcription genes (ANK2/3, TBR1, RELN), and RNA processing/presynaptic release genes (CELF4, RIMS1); pathways include neuroligin–neurexin–Shank, glutamatergic synapse, voltage-gated channel/GABA, Ras/Rap1–LTP, and local Ras–MAPK signaling.
- Syndromic ASD is enriched for chromatin/epigenetic regulators (SETD5, KMT2A, CREBBP, EP300, CHD7, SIN3A, ZMYND8, NIPBL, HNRNPU, MEF2C, BCL11A, RAI1, ADNP) and growth/signaling genes (TSC1, MTOR, PTEN, NF1, BRAF, DYRK1A), with pathways including dendritic spine morphogenesis, telencephalon development, neurogenesis, global mTOR/Ras–MAPK signaling, epigenetic regulation, circadian rhythm, and morphogenesis/growth.
- Overlapping/bridge genes show dosage- and severity-dependent phenotypes: SHANK3 is implicated in both non-syndromic ASD and Phelan-McDermid syndrome; FMR1 full mutation is associated with fragile X syndrome and high ASD rate, while premutation carriers show increased non-syndromic ASD; UBE3A loss causes Angelman syndrome, whereas 15q11-q13 duplications/triplications increasing UBE3A dosage are associated with non-syndromic ASD and epilepsy.
- The proposed three-layer framework (Layer 1 gene function, Layer 2 core biological pathways, Layer 3 clinical phenotypes) maps genes from local synaptic effectors to global regulators, with bridge genes intermediate; it predicts broader regulatory perturbations produce more widespread developmental phenotypes, while local effector perturbations show more synapse- or circuit-proximal effects.
Methods
- Narrative review integrating human genetics, functional genomics, experimental models, and mechanistic studies; no primary data or systematic meta-analysis is reported.
- Representative genes were selected from the Simons Foundation Autism Research Initiative (SFARI) Gene database with strong genetic evidence (SFARI Gene Score 1 or 2), categorized by syndromic/non-syndromic annotation; EAGLE scores and substantial literature support were prioritized for targeted mechanistic literature retrieval.
- Biological pathways were informed by pathway enrichment analyses of the selected ASD-associated gene set and interpreted in the context of published molecular, cellular, developmental, and clinical evidence; comparisons are presented in Tables 1–3 and the framework in Figure 1.
Limitations
- Stated: current evidence is limited by unequal gene discovery, small cohorts for rare variants, ascertainment bias toward individuals with marked developmental impairment, and limited representation across age, sex, ancestry, and clinical presentation; many proposed links between genes, pathways, biomarkers, and behavior are based on model systems and remain incompletely validated in human neural tissue.
- Evident: as a narrative review, it does not report a systematic search strategy, quantitative synthesis, or primary cohort; selected genes and pathways are intended as mechanistically informative examples rather than an exhaustive catalogue, and the syndromic/non-syndromic distinction is acknowledged as an operational clinical classification with substantial biological overlap.
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Claims the paper makes
47 of 63 cited sources checked · 7 supported · 2 flagged · accuracy not yet measured
- Premisecitation
Pathogenic variants of MAP1A are often associated with widespread neurodevelopmental disorders and autism-related behavioral phenotypes.
“Pathogenic variants of MAP1A are often associated with widespread neurodevelopmental disorders and autism-related behavioral phenotypes (Demontis et al., 2026).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Demontis et al., 2026 source
The Discussion (page not supplied) says MAP1A has not been associated with ASD or other neurodevelopmental conditions in other studies; this study identifies it as a rare-variant risk gene for ADHD. The Discussion attributes autism, intellectual disability, and extensive brain-wide white-matter deficits to variants in the sister gene MAP1B, not MAP1A. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
- Premisecitation
ASD is highly heritable.
“Genetic research reveals that ASD is highly heritable (Tick et al., 2016).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Tick et al., 2016 source
- Premisecitation
Many high-impact variants are pleiotropic, conferring risk for ASD as well as intellectual disability, epilepsy, and other neurodevelopmental or psychiatric conditions.
“Large-scale genomic studies show that many high-impact variants are pleiotropic, conferring risk for ASD as well as intellectual disability (ID), epilepsy, and other neurodevelopmental or psychiatric conditions (Al-Sarraj et al., 2021).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Al-Sarraj et al., 2021 source
The Discussion (section 4; page unavailable) links genes implicated in ASD to intellectual disability, epileptic encephalopathy, and other neurodevelopmental or neuropsychiatric disorders. The Conclusions (section 5; page unavailable) also describe genetic architecture shared with other neurodevelopmental disorders. But the paper does not establish that many of the same high-impact variants confer risk across those conditions; its own association findings concern common SNPs with suggestive significance. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Emerging evidence suggests that molecular redundancy within chromatin remodeling complexes and homeostatic feedback loops may partially buffer against single-gene loss and dampen the spread of dysregulation.
“Emerging evidence suggests that molecular redundancy within chromatin remodeling complexes and homeostatic feedback loops may partially buffer against single-gene loss and dampen the spread of dysregulation (Rozenfeld et al., 2023; Fink et al., 2024).”
Quote in the paperNot a substantial claim1 of 2 sources checked- cites Rozenfeld et al., 2023 source
The Discussion (page not provided) reports that homeostatic synaptic plasticity compensates for reduced release probability after cac knockdown, rescuing neural coding reliability under some conditions. It does not address molecular redundancy in chromatin-remodeling complexes or a general dampening of dysregulation after single-gene loss; it also says compensation fails at elevated firing rates. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Fink et al., 2024 source
- Premisecitation
Functional disturbances in synaptic effector genes can induce local and systemic network dysfunction even in the absence of large-scale structural abnormalities, making it a critical component of the biological basis of non-syndromic ASD.
“Functional disturbances in this domain can induce local and systemic network dysfunction even in the absence of large-scale structural abnormalities, making it a critical component of the biological basis of non-syndromic ASD (Pilorge et al., 2016).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Pilorge et al., 2016 source
The Discussion links GLRA2 disruption to a likely excitation–inhibition imbalance in cortical neuronal networks, and the section on Glra2 knockout mice reports impaired prefrontal synaptic plasticity. The paper does not establish systemic network dysfunction or show that these effects occur in the absence of large-scale structural abnormalities. Its findings support a role for altered glycinergic signaling in ASD, but not the full breadth of the claim. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
In non-syndromic ASD, SHANK3 mutations primarily manifest as direct disruptions to synaptic architecture and function without consistent extra-neurological anomalies.
“In non-syndromic ASD, SHANK3 mutations primarily manifest as direct disruptions to synaptic architecture and function without consistent extra-neurological anomalies (Hamoudi et al., 2022; Belenska-Todorova et al., 2025).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Hamoudi et al., 2022 source
- cites Belenska-Todorova et al., 2025 source
Discussion §4.1 reports a SHANK3 variant in a patient with ASD and says it may disrupt synaptic function; the Conclusions also link ASD-associated mutations to synaptic architecture. The paper does not establish that SHANK3 mutations primarily have this effect in non-syndromic ASD or that they lack consistent extra-neurological anomalies. Its SHANK3 case also carries a DLG3 variant. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Mutations in VPS13B can lead to developmental and degenerative changes in the nervous system and tissues such as the retina, representing a typical mechanism of multisystem syndromic ASD.
“Mutations in VPS13B can lead to developmental and degenerative changes in the nervous system and tissues such as the retina, representing a typical mechanism of multisystem syndromic ASD (Ugur et al., 2024).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Ugur et al., 2024 source
The Introduction links VPS13B mutations to Cohen syndrome, and the Concluding remarks state that loss of VPS13B in humans causes a developmental disorder with neurological defects. The paper does not describe degenerative changes in the nervous system or establish VPS13B loss as a typical mechanism of multisystem syndromic ASD. Retinopathy appears in a reference title, but the paper does not make the claimed connection to retinal degeneration. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Mutations in neuroligins and neurexins have been repeatedly linked to non-syndromic ASD and related neurodevelopmental conditions.
“Mutations in neuroligins and neurexins have been repeatedly linked to non-syndromic ASD and related neurodevelopmental conditions (Yoshida et al., 2021).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Yoshida et al., 2021 source
The Introduction (page unavailable) links multiple NLGN3 mutations to ASD and says NRXN1 mutations have been detected in people with ASD and may predispose to a wider range of neurodevelopmental and psychiatric disorders. It does not specify non-syndromic ASD, and its discussion of neurexin mutations is limited to NRXN1 rather than neurexins generally. (LLM, conf=0.87)
Experimental — accuracy not yet measured
- Premisecitation
Full mutation of FMR1, with large CGG repeat expansions that silence the gene, is strongly associated with fragile X syndrome and a high rate of ASD.
“Full mutation of FMR1, with large cytosine-guanine-guanine repeat expansions that silence the gene, is strongly associated with fragile X syndrome and a high rate of ASD (Winarni et al., 2025).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Winarni et al., 2025 source
- Premisecitation
Common risk variants are enriched in regulatory regions of genes expressed in developing cortical neurons, particularly those involved in synaptic transmission, ion channel activity, and chromatin remodeling.
“Recent work integrating genome-wide association study (GWAS) results with transcriptomic and proteomic data suggests that common risk variants are enriched in regulatory regions of genes expressed in developing cortical neurons, particularly those involved in synaptic transmission, ion channel activity, and chromatin remodeling (Wingo et al., 2025).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Wingo et al., 2025 source
The Results (Multiancestry pQTL fine-mapping; page unavailable) report enrichment of putative causal brain pQTLs in promoter regions. The Results (Molecular processes, drug targets and drug repurposing; page unavailable) also report synapse-related enrichment among candidate proteins for schizophrenia and anxiety. Neither passage establishes that common risk variants are enriched in regulatory regions of genes expressed in developing cortical neurons, or identifies ion channel activity and chromatin remodeling as enriched processes. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
TADs are crucial for organizing transcriptional networks during neurodevelopment.
“TADs are crucial for organizing transcriptional networks during neurodevelopment (Okhovat et al., 2023).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Okhovat et al., 2023 source
The Introduction (page unavailable) describes TADs as domains that shape regulatory interactions, and the Results (page unavailable) show that deleting one TAD boundary changes AUTS2 expression in human neurons. But the Results identify AUTS2—not TADs—as a regulator of transcriptional networks in neurodevelopment. The paper does not establish that TADs broadly organize those networks during neurodevelopment. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
Duplications and triplications of chromosomal region 15q11-q13, which increase UBE3A dosage, are strongly associated with non-syndromic ASD and epilepsy.
“In contrast, duplications and triplications of the chromosomal region 15q11-q13, which increase UBE3A dosage, are strongly associated with non-syndromic ASD and epilepsy (Fink et al., 2021).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Fink et al., 2021 source
The Introduction (page unavailable) says maternal 15q11-q13 duplications cause Dup15q and that affected patients commonly have ASD and a high prevalence of seizures. The Discussion (page unavailable) reports increased UBE3A expression in Dup15q patient-derived neurons. The paper describes this as a genetic syndrome, not non-syndromic ASD, and the cited passages do not establish the claim about triplications. (LLM, conf=0.89)
Experimental — accuracy not yet measured
- Premisecitation
Dysfunction of chromatin remodeling genes can lead to systemic disruptions in developmental programming and plasticity regulation.
“Dysfunction of these genes can lead to systemic disruptions in developmental programming and plasticity regulation (Ogino and Dou, 2024; Williams et al., 2024).”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Ogino and Dou, 2024 source
- cites Williams et al., 2024 source
The Introduction (page unavailable) links CHD7 mutations to CHARGE syndrome, describes abnormalities in multiple organs, and reports that neural crest cells require Chd7 to maintain multipotency. This supports disruption of development and a specific form of cellular plasticity, but not the broader claim of systemic disruption of plasticity regulation. (LLM, conf=0.84)
Experimental — accuracy not yet measured
- Premisecitation
Mutations in UBE3A and USP9X disrupt protein homeostasis by altering substrate protein half-life, abundance, and functional state.
“Mutations in these genes disrupt protein homeostasis by altering substrate protein half-life, abundance, and functional state (Avagliano Trezza et al., 2021).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Avagliano Trezza et al., 2021 source
The Results report that an Angelman syndrome-linked UBE3A variant reduces binding to RPH3A. But the Results also find no significant change in RPH3A abundance, and the Discussion says its ubiquitination does not affect protein stability; a possible effect on activity remains a hypothesis. The paper does not address USP9X or establish the claimed changes in substrate half-life and abundance. (LLM, conf=0.88)
Experimental — accuracy not yet measured
- Premisecitation
Recent studies of ASD mouse models point to a shared disturbance at the level of hippocampal circuits, which may provide a mechanistic convergence for diverse genetic risks.
“Recent studies of ASD mouse models point to a shared disturbance at the level of hippocampal circuits, which may provide a mechanistic convergence for diverse genetic risks (Keith et al., 2025).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Keith et al., 2025 source
- Rests on an assumption: Findings from ASD mouse models can be generalized to human ASD circuit-level mechanisms.
- Premisecitation
Genes such as SETD5, KMT2A, CREBBP, EP300, CHD7, SIN3A, and ZMYND8 significantly influence the spatiotemporal expression of neurodevelopmental and synapse-related genes.
“Genes such as SETD5, KMT2A, CREBBP, EP300, CHD7, SIN3A, and ZMYND8 significantly influence the spatiotemporal expression of neurodevelopmental and synapse-related genes (Dias et al., 2022; Ahsan et al., 2023).”
Quote in the paperSubstantial claim1 of 2 sources checked- cites Dias et al., 2022 source
The Introduction (page unavailable) describes ZMYND8 as involved in chromatin-mediated transcription regulation, and the Results (page unavailable) show that ZMYND8’s own expression varies across stages of brain development. The paper does not establish that ZMYND8 controls the spatiotemporal expression of neurodevelopmental or synapse-related genes, or support that claim for the other six named genes. Its measurement of ZMYND8 expression is not a measurement of its effects on those genes. (LLM, conf=0.84)
Experimental — accuracy not yet measured - cites Ahsan et al., 2023 source
- Premisecitation
Variations in NIPBL and HNRNPU can trigger large-scale transcriptional network rearrangements, resulting in multisystem developmental abnormalities and brain structural alterations.
“Variations in these genes can trigger large-scale transcriptional network rearrangements, resulting in multisystem developmental abnormalities and brain structural alterations (Oksanen et al., 2026).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Oksanen et al., 2026 source
The Introduction links HNRNPU haploinsufficiency to developmental delay and other neurodevelopmental features, while the Discussion reports molecular regulatory changes and notes cortex-development defects in Hnrnpu knockout mice. The paper does not establish the claim for NIPBL, nor does it show that large-scale transcriptional network rearrangements cause multisystem abnormalities and brain structural alterations in affected individuals. (LLM, conf=0.85)
Experimental — accuracy not yet measured
- Premisecitation
In syndromic forms, mutations in TSC1, TSC2, or PTEN lead to constitutive activation of mTOR signaling, driving aberrant cellular growth and structural brain anomalies.
“In syndromic forms, mutations in genes such as TSC1, TSC2, or PTEN lead to constitutive activation of mTOR signaling, driving aberrant cellular growth and structural brain anomalies”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Aronica et al., 2023 source
Figure 1 in “Insights from human pathology and genetic models” states that loss-of-function mutations in TSC1 or TSC2 cause prenatal mTOR overactivation and describes mTORC1’s role in cell growth. The same section links mTORC1 activation to brain lesions, but says the mechanism of cortical tuber development remains debated. The passages found do not support extending this account to PTEN mutations. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Karalis et al., 2024 source
The Conclusion and future directions identifies TSC1 and TSC2 loss-of-function mutations as causes of TSC and describes TSC1/2 as an inhibitor of mTOR signaling. The Introduction reports aberrant neuronal growth in TSC models, and the Abstract identifies brain lesions as a manifestation of TSC. The paper does not establish the same chain of effects for PTEN mutations or describe mTOR activation as constitutive; it also notes that some TSC phenotypes may involve mTOR-independent mechanisms. (LLM, conf=0.86)
Experimental — accuracy not yet measured
- Premisecitation
Disruption of genes encoding histone modifiers, chromatin remodelers, or associated complexes leads to perturbations extending beyond individual targets, resulting in widespread disorganization of transcriptional programs essential for neurogenesis, regional patterning, and synaptic differentiation.
“Disruption of genes encoding histone modifiers, chromatin remodelers, or associated complexes leads to perturbations that extend beyond individual targets, resulting in widespread disorganization of transcriptional programs essential for neurogenesis, regional patterning, and synaptic differentiation”
Quote in the paperSubstantial claim2 of 2 sources checked- cites Mossink et al., 2021 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Jiang et al., 2023 source
The CNS neurodevelopment section (page unavailable) says chromatin modification produces genome-wide changes tied to gene-expression patterns during neurogenesis. It also reports that loss of BAF155 and BAF170 impairs epigenetic and gene-expression programs in cortical and forebrain development. These passages support broad effects beyond individual targets, but do not establish the claim’s specific extension to transcriptional programs for regional patterning and synaptic differentiation. (LLM, conf=0.82)
Experimental — accuracy not yet measured
- Interpretationreasoning
Cataloging ASD risk genes alone cannot explain how diverse genetic perturbations converge on shared ASD-related phenotypes.
“However, cataloging ASD risk genes alone cannot explain how diverse genetic perturbations converge on shared ASD-related phenotypes.”
Quote in the paperSubstantial claim - Premisecitation
Accumulating molecular evidence suggests that clinically defined subgroups may exhibit partially distinct patterns of genetic liability and molecular perturbation.
“Although the syndromic versus non-syndromic distinction originated as an operational clinical classification rather than a strict biological dichotomy, accumulating molecular evidence suggests that these clinically defined subgroups may exhibit partially distinct patterns of genetic liability and molecular perturbation (Rudhra and Singh, 2026).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rudhra and Singh, 2026 source
- Interpretationreasoning
Across models, alterations in the balance between excitation and inhibition are a consistent feature.
“Across models, alterations in the balance between excitation and inhibition are a consistent feature.”
Quote in the paperSubstantial claim - Interpretationnone given
Non-syndromic ASD is thought to involve relatively circumscribed abnormalities in synaptic and circuit-level implementations of prediction, manifesting as subtle but pervasive problems in anticipating and interpreting social cues.
“Non-syndromic ASD is thought to involve relatively circumscribed abnormalities in synaptic and circuit-level implementations of prediction, which manifest as subtle but pervasive problems in anticipating and interpreting social cues.”
Quote in the paperNot a substantial claim - Premisenone given
Disruptive SHANK3 variants, such as haploinsufficiency and deletions, are linked to reduced excitatory synapse numbers, altered spine morphology, and impaired excitatory synaptic transmission.
“Disruptive SHANK3 variants, such as haploinsufficiency and deletions, are linked to reduced excitatory synapse numbers, altered spine morphology, and impaired excitatory synaptic transmission.”
Quote in the paperSubstantial claim - Interpretationnone given
Many insights into chromatin remodeling in neurodevelopmental disorders derive from cellular models or bulk tissue analyses in animals, which may not fully capture cell type specificity and spatiotemporal complexity of chromatin dynamics in human cortical development.
“However, many of these insights derive from cellular models or bulk tissue analyses in animals, which may not fully capture the cell type specificity and spatiotemporal complexity of chromatin dynamics in human cortical development.”
Quote in the paperSubstantial claim - Interpretationreasoning
Cross-level bridge genes act as molecular effectors whose expression and function are often shaped by chromatin and epigenetic regulators, global signaling pathways, and cellular growth control networks, positioning them as effector nodes within the multilevel architecture of syndromic ASD.
“Although these genes act as molecular effectors, their expression and function are often shaped by chromatin and epigenetic regulators, global signaling pathways, and cellular growth control networks, positioning them as effector nodes within the multilevel architecture of syndromic ASD.”
Quote in the paperSubstantial claim - Interpretationcitation
Impaired hippocampal network stability and coordination may underlie shared cognitive and social deficits in ASD.
“Thus, impaired hippocampal network stability and coordination may underlie shared cognitive and social deficits in ASD (Bhamidimarri et al., 2026).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bhamidimarri et al., 2026 source
- Premisecitation
Recent neuroimaging evidence suggests that SHANK3 deficiency produces distinct patterns of cortical surface morphology disruption compared to non-SHANK3 ASD.
“Recent neuroimaging evidence suggests that SHANK3 deficiency produces distinct patterns of cortical surface morphology disruption compared to non-SHANK3 ASD (Li et al., 2021).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Li et al., 2021
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Premisenone given
Loss-of-function variants in signaling pathway genes are often associated with early-onset epilepsy, severe developmental delay, and pronounced ASD phenotypes.
“LoF variants in these genes are often associated with early-onset epilepsy, severe developmental delay, and pronounced ASD phenotypes.”
Quote in the paperNot a substantial claim - Interpretationnone given
Risk genes for non-syndromic ASD are enriched in molecular pathways that regulate neuronal synaptic function and electrophysiological activity.
“Current evidence indicates that risk genes for non-syndromic ASD are enriched in molecular pathways that regulate neuronal synaptic function and electrophysiological activity, thereby mediating core pathological processes from genetic susceptibility to aberrant neural circuit operation.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Specific pathogenic pathways secondary to TAD disruption likely vary across different forms of syndromic ASD.
“Consequently, the specific pathogenic pathways secondary to TAD disruption likely vary across different forms of syndromic ASD and require further validation in human-relevant systems.”
Quote in the paperSubstantial claim - Interpretationreasoning
The polygenic risk for ASD appears to modulate the same synaptic and electrophysiological pathways as rare disruptive variants, albeit with much smaller effect sizes.
“The polygenic risk for ASD appears to modulate the same synaptic and electrophysiological pathways as rare disruptive variants, albeit with much smaller effect sizes.”
Quote in the paperSubstantial claim - Premisecitation
SHANK3 mutations, particularly deletions or loss-of-function variants, are associated with Phelan-McDermid syndrome.
“SHANK3 mutations, particularly deletions or loss-of-function variants, are associated with Phelan-McDermid syndrome (Jia et al., 2025).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Jia et al., 2025 source
- Interpretationreasoning
Phenotypic outcome shows a strong dosage dependence.
“The phenotypic outcome therefore shows a strong dosage dependence.”
Quote in the paperSubstantial claim - Premisecitation
Mutations in MEF2C, BCL11A, RAI1, and ADNP can disrupt cortical and subcortical network architecture and function, often associated with syndromic ASD.
“Mutations in these genes can disrupt cortical and subcortical network architecture and function, often associated with syndromic ASD (Bennison et al., 2023).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bennison et al., 2023 source
- Interpretationcitation
Mutations in key signaling pathway genes that regulate cell proliferation, differentiation, and metabolism are critical drivers of syndromic ASD.
“Mutations in key signaling pathway genes that regulate cell proliferation, differentiation, and metabolism are critical drivers of syndromic ASD.”
Quote in the paperSubstantial claim - Interpretationnone given
When SHANK3 function remains above a critical threshold, its effects may be largely confined to the synaptic effector level.
“When SHANK3 function remains above a critical threshold, its effects may be largely confined to the synaptic effector level.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Phenotypic severity depends not only on gene identity but also on the magnitude and developmental timing of genetic perturbation.
“This finding is consistent with a dosage sensitivity threshold model in which phenotypic severity depends not only on gene identity but also on the magnitude and developmental timing of genetic perturbation.”
Quote in the paperSubstantial claim - Interpretationreasoning
Syndromic ASD is more likely to reflect broader disruptions in the formation and updating of internal models due to early regulatory perturbations, leading to more global impairment of predictive processing across cognitive domains.
“Syndromic ASD is more likely to reflect broader disruptions in the formation and updating of internal models due to early regulatory perturbations in neurodevelopmental regulatory processes, leading to a more global impairment of predictive processing across cognitive domains.”
Quote in the paperSubstantial claim - Interpretationnone given
Pathway-level distinctions between non-syndromic and syndromic ASD reveal a dimensional hierarchy of biological disruption.
“The pathway-level distinctions between non-syndromic and syndromic ASD reveal a dimensional hierarchy of biological disruption.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Epigenetic and chromatin organization pathways are a central axis that differentiates syndromic from non-syndromic genetic architectures.
“It highlights epigenetic and chromatin organization pathways as central axis that differentiates syndromic from non-syndromic genetic architectures.”
Quote in the paperSubstantial claim - Interpretationnone given
The apparent genetic heterogeneity of ASD follows orderly biological hierarchies rather than being random or idiosyncratic.
“This review provides a comparative overview of syndromic and non-syndromic forms of ASD, arguing that its apparent genetic heterogeneity follows orderly biological hierarchies rather than being random or idiosyncratic.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Syndromic and non-syndromic ASD can be conceptualized as a biological continuum from local synaptic alterations to broader circuit and systemic dysregulation.
“The model organizes gene function (Layer 1), core biological pathways (Layer 2), and clinical phenotypes (Layer 3) into a three-tiered hierarchy, conceptualizing syndromic and non-syndromic ASD as a biological continuum from local synaptic alterations to broader circuit and systemic dysregulation.”
Quote in the paperSubstantial claim - Interpretationreasoning
In non-syndromic ASD, genetic risk converges on mechanisms governing localized synaptic signaling and microcircuit refinement.
“Thus, in non-syndromic ASD, genetic risk converges on mechanisms governing localized synaptic signaling and microcircuit refinement.”
Quote in the paperSubstantial claim - Interpretationreasoning
In syndromic ASD, observed synaptic dysfunction is conceptualized as a secondary consequence of primary, large-scale failures in developmental construction.
“In syndromic ASD, the observed synaptic dysfunction is conceptualized as a secondary consequence of these primary, large-scale failures in developmental construction.”
Quote in the paperSubstantial claim - Premisecitation
Disruption of morphogenesis and growth pathways, which govern multi-organ development, leads to multisystem involvement and distinctive somatic features characteristic of syndromic ASD.
“Disruption of these morphogenesis and growth pathways, which govern the development of multiple organ systems, leads to multisystem involvement and distinctive somatic features characteristic of syndromic ASD”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Palma-Milla et al., 2024 source
- Interpretationreasoning
In non-syndromic ASD, alterations in mTOR signaling may preferentially affect synaptic protein translation, dendritic development, and activity-dependent plasticity without necessarily producing macroscopic brain abnormalities.
“In non-syndromic ASD, alterations in mTOR signaling may preferentially affect synaptic protein translation, dendritic development, and activity-dependent plasticity without necessarily producing macroscopic brain abnormalities.”
Quote in the paperSubstantial claim - Interpretationnone given
Pathogenic variation can produce heterogeneous phenotypic outcomes depending on variant severity, dosage sensitivity, developmental timing, genetic background, and environmental context.
“The framework further illustrates how pathogenic variation can produce heterogeneous phenotypic outcomes depending on variant severity, dosage sensitivity, developmental timing, genetic background, and environmental context.”
Quote in the paperNot a substantial claim - Interpretationnone given
Alterations in different genes or pathways may converge on shared biological processes and behavioral features.
“Conversely, alterations in different genes or pathways may converge on shared biological processes and behavioral features.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Epigenetic dysregulation is a prominent feature distinguishing syndromic from non-syndromic ASD.
“Epigenetic dysregulation is a prominent feature distinguishing syndromic from non-syndromic ASD.”
Quote in the paperSubstantial claim - Interpretationnone given
Bridge genes occupy an intermediate position by linking regulatory processes with downstream cellular and synaptic functions.
“Bridge genes (e.g., SHANK3, FMR1, UBE3A) occupy an intermediate position by linking regulatory processes with downstream cellular and synaptic functions.”
Quote in the paperNot a substantial claim
- May combine two claims. 39
- Classified as probably not a substantial claim. 12
May combine two claims.
PremisecitationAstrocytes in FMR1 knockout mice show reduced branch complexity and altered calcium signaling, which can disturb glutamate uptake and neuromodulator handling, thereby amplifying excitatory drive.
“Astrocytes in FMR1 knockout mice show reduced branch complexity and altered calcium signaling, which can disturb glutamate uptake and neuromodulator handling, thereby amplifying excitatory drive (Bataveljic et al., 2024).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Bataveljic et al., 2024 source
The Results section (‘Decreased Kir4.1 expression in Fmr1 KO astrocytes’; page not provided) says astrocyte morphology was unchanged in Fmr1 KO hippocampus, contrary to the claimed reduced branch complexity. The Discussion attributes neuronal hyperexcitability to impaired Kir4.1-mediated potassium clearance, not to the proposed calcium-signaling, glutamate-uptake, or neuromodulator-handling pathway. (LLM, conf=0.88)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationASD does not constitute a single disease entity; it represents a shared behavioral outcome arising from multiple, partially overlapping biological pathways.
“This diversity in presentation suggests that ASD does not constitute a single disease entity; it represents a shared behavioral outcome arising from multiple, partially overlapping biological pathways (Paulsen et al., 2022).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Paulsen et al., 2022 source
The Introduction describes hundreds of ASD risk genes and varied clinical manifestations. The Results (‘Convergence through distinct mechanisms’) and Discussion show that three studied risk genes converge on altered neuronal development while acting through largely distinct molecular pathways. This supports biological heterogeneity and convergence, but the organoid findings do not establish the broader claim that ASD as a whole is not a single disease entity or is a shared behavioral outcome. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationSHANK3 haploinsufficiency underpins Phelan-McDermid syndrome, characterized by ASD alongside severe language deficits, neonatal hypotonia, and other developmental abnormalities.
“Conversely, SHANK3 haploinsufficiency underpins Phelan-McDermid syndrome, characterized by ASD alongside severe language deficits, neonatal hypotonia, and other developmental abnormalities (Pagano et al., 2026).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Pagano et al., 2026 source
May combine two claims.
InterpretationcitationPartial disruption of FMRP function or RNA-mediated toxicity can alter neural circuits sufficiently to produce core autistic traits without triggering the full syndromic phenotype.
“These observations indicate that partial disruption of FMRP function or RNA-mediated toxicity can alter neural circuits sufficiently to produce core autistic traits without triggering the full syndromic phenotype (Hilal et al., 2025).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Hilal et al., 2025 source
The Results report a 20% reduction in hippocampal FMRP in wild-type mice exposed to maternal immune activation, and the Discussion links that exposure to core autistic-like behaviors and altered synaptic plasticity. The paper does not identify RNA-mediated toxicity as a mechanism or establish that the mice lacked the full syndromic phenotype; it reports only that certain associated comorbidities were absent. The evidence is from a mouse model, not a demonstration about autistic traits in people. (LLM, conf=0.85)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationDisruption of SHANK family proteins alters PSD architecture, receptor localization, and subsequent signaling, leading to impaired synaptic transmission and plasticity that recapitulates autism-related phenotypes in animal models.
“Disruption of SHANK family proteins alters PSD architecture, receptor localization, and subsequent signaling (Bucher et al., 2021), leading to impaired synaptic transmission and plasticity that recapitulates autism-related phenotypes in animal models (Eltokhi et al., 2021; Jung and Park, 2022).”
Quote in the paperSubstantial claim3 of 3 sources checked- cites Bucher et al., 2021 source
Bucher et al. describe SHANK3 as a PSD organizer associated with glutamate receptors (Introduction, page unavailable), and discuss how perturbed SHANK3 could change PSD protein interactions and signaling (Discussion, page unavailable). Their Results report altered localization of mutant SHANK3, but the passages do not establish altered receptor localization. The animal-model portion of the sentence is attributed to other citations, not Bucher et al. (LLM, conf=0.85)
Experimental — accuracy not yet measured - cites Eltokhi et al., 2021 source
The Abstract reports altered glutamatergic transmission in Shank knockout mice and, in this study, impaired synaptic plasticity and ASD-like behavior after SHANK2A overexpression. The Discussion also reports reduced synaptic transmission with SHANK3 mutations. These passages support the cited clause’s findings in animal models, but they do not establish that impaired transmission or plasticity caused the behavioral phenotypes. (LLM, conf=0.82)
Experimental — accuracy not yet measured - cites Jung and Park, 2022 source
May combine two claims.
PremisecitationBoth gain-of-function and loss-of-function variants in SCN2A are associated with ASD, indicating that either excessive or insufficient excitability can perturb circuit development and function.
“Both gain-of-function and loss-of-function (LoF) variants in SCN2A are associated with ASD, indicating that either excessive or insufficient excitability can perturb circuit development and function (Scott et al., 2025).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Scott et al., 2025 source
The Background (page unavailable) associates SCN2A loss-of-function variants with autism, but says gain-of-function variants are often associated with early epilepsy; it does not establish an ASD association for both classes. The Abstract says SCN2A dysfunction alters excitability and synaptic transmission, but the claimed conclusion that both excessive and insufficient excitability perturb circuit development and function goes beyond what these passages establish. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationOverexpression of UBE3A appears to disturb synaptic homeostasis through excessive ubiquitin pathway activity, yet often spares the severe somatic anomalies that characterize Angelman syndrome.
“Overexpression of UBE3A appears to disturb synaptic homeostasis through excessive ubiquitin pathway activity, yet often spares the severe somatic anomalies that characterize Angelman syndrome (Nenninger et al., 2022).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Nenninger et al., 2022 source
The Introduction (page unavailable) identifies UBE3A as an E3 ubiquitin ligase and links Angelman syndrome chiefly to its loss. The Discussion (page unavailable) describes improved synaptic function after UBE3A gene therapy, but neither it nor passages retrieved for overexpression, excessive ubiquitin activity, and somatic anomalies addresses the claimed effects of UBE3A overexpression. (LLM, conf=0.74)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationPremutation carriers, who have intermediate repeat lengths, typically do not meet criteria for classic fragile X syndrome, yet they show increased rates of non-syndromic ASD.
“At the same time, premutation carriers, who have intermediate repeat lengths, typically do not meet criteria for classic fragile X syndrome, yet they show increased rates of non-syndromic ASD (Lau et al., 2025).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Lau et al., 2025 source
The Introduction distinguishes the premutation (55–200 CGG repeats) from the full mutation (>200 repeats) that causes fragile X syndrome, and describes subtle autism-related traits in premutation carriers. It does not report increased rates of diagnosed non-syndromic ASD in carriers; autism-related traits are not the same as ASD diagnoses. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationFMR1 encodes FMRP, an RNA-binding protein that binds to multiple mRNAs and inhibits or finely regulates local translation at synapses.
“FMR1 encodes the fragile X messenger ribonucleoprotein (FMRP), an RNA-binding protein that binds to multiple mRNAs. Its primary function is to inhibit or finely regulate the local translation of these mRNAs at synapses (Hilal et al., 2025).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Hilal et al., 2025 source
The Introduction identifies FMR1 as encoding FMRP, calls FMRP an RNA-binding protein, and describes its many mRNA targets. The Discussion says FMRP regulates mRNA translation, but our copy does not specify that its primary function is to inhibit translation or that this regulation occurs locally at synapses. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationAltered function of GABRB2 and GABRB3 receptors disrupts functional integration of pyramidal neuron subtypes in cortical circuits and has been linked to an imbalance between excitation and inhibition in cortical and subcortical circuits, a widely proposed mechanism in ASD pathophysiology.
“Altered function of these receptors disrupts the functional integration of pyramidal neuron subtypes in cortical circuits (Babij et al., 2023) and has been linked to an imbalance between excitation and inhibition in cortical and subcortical circuits, a widely proposed mechanism in ASD pathophysiology (Babij et al., 2023; Coskunpinar et al., 2023).”
Quote in the paperNot a substantial claim1 of 2 sources checkedClassified as probably not a substantial claim.
PremisecitationNon-syndromic ASD is characterized by the absence of consistent syndromic diagnoses or systemic anomalies.
“Non-syndromic ASD is characterized by the absence of consistent syndromic diagnoses or systemic anomalies (Kereszturi, 2024).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Kereszturi, 2024 source
The Background distinguishes non-syndromic ASD from ASD-associated syndromes and describes genes relevant to ASD independently of syndromic conditions. It does not characterize non-syndromic ASD by the absence of systemic anomalies, so that part of the definition is unsupported by our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationMicroglial changes, including abnormal synaptic pruning and altered surveillance, have been reported in several ASD-related models and may disrupt the normal refinement of hippocampal connectivity.
“Microglial changes, including abnormal synaptic pruning and altered surveillance, have been reported in several ASD-related models and may disrupt the normal refinement of hippocampal connectivity (Saitoh et al., 2021).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Saitoh et al., 2021 source
May combine two claims.
PremisecitationPatients carrying distinct mutations in broad-acting neurodevelopmental regulator genes consistently display core behavioral characteristics of ASD, though the underlying biological mechanisms remain incompletely understood.
“Patients carrying distinct mutations in these genes consistently display core behavioral characteristics of ASD (Tabbaa et al., 2023), though the underlying biological mechanisms remain incompletely understood.”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Tabbaa et al., 2023 source
The Introduction (page not provided) links CHD8 mutations in clinical populations to ASD, but says the associated traits have variable penetrance and severity. The Discussion (page not provided) says people with ASD may have core trait disruptions that manifest in opposite directions. These passages support an association with ASD-related behavior, not the claim that patients with distinct mutations in these genes consistently display the same core characteristics. (LLM, conf=0.84)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationFMR1 knockout mice show hypersynchronous population activity, larger and more stable neuronal assemblies, and a shift toward excessive excitation in hippocampal networks.
“FMR1 knockout mice show hypersynchronous population activity, larger and more stable neuronal assemblies, and a shift toward excessive excitation in hippocampal networks (Bataveljic et al., 2024).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Bataveljic et al., 2024 source
The Results section ('Increased neuronal excitability and extracellular potassium levels in FMRP-deficient mice'; page unavailable) reports greater excitability of hippocampal CA1 neurons in Fmr1 knockout mice. It does not report hypersynchronous population activity, larger or more stable neuronal assemblies, or a measured shift in the network excitation–inhibition balance. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationRare, often de novo, missense or truncating variants in GRIN1, GRIN2A, GRIN2B, and GRIA2 alter receptor kinetics, calcium signaling, and synaptic strength, and have been implicated in ASD.
“Rare, often de novo, missense or truncating variants in these genes alter receptor kinetics, calcium signaling, and synaptic strength, and have been implicated in ASD (Deutsch et al., 2022; Sheng et al., 2022; Gjerulfsen et al., 2024).”
Quote in the paperSubstantial claim2 of 3 sources checked- cites Deutsch et al., 2022 source
Section 2.3 (page unavailable) reports rare, de novo missense variants in GRIN1, GRIN2A and GRIN2B in patients, some with autistic features, and describes effects on receptor deactivation and calcium permeability. The Introduction mentions protein-termination variants generally, but our copy does not establish the full claim for truncating variants, GRIA2, calcium signaling or synaptic strength. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Sheng et al., 2022 source
The introductory passage (listed under Editor’s key points; page unavailable) says that variations in GRIN2A and GRIN2B are associated with ASD. It does not establish the claim for GRIN1 or GRIA2, describe the variants as rare, often de novo, missense or truncating, or say that they alter receptor kinetics, calcium signaling, and synaptic strength. The paper’s Discussion (page unavailable) instead focuses on fentanyl-induced changes in Grin2b expression and autism-like behaviours in mice. (LLM, conf=0.88)
Experimental — accuracy not yet measured - cites Gjerulfsen et al., 2024 source
May combine two claims.
PremisecitationThese mutations contribute to mesolimbic, cerebellar, and cortical dysplasia, hamartomas, tumor susceptibility, and a high prevalence of ASD.
“These mutations contribute to mesolimbic, cerebellar, and cortical dysplasia, hamartomas, tumor susceptibility, and a high prevalence of ASD (Nguyen et al., 2024).”
Quote in the paperNot a substantial claim1 of 1 sources checked- cites Nguyen et al., 2024 source
The Introduction (page not provided) says somatic mutations in mTORC1-pathway regulators are genetic causes of focal cortical dysplasia and hemimegalencephaly. Our copy does not support the additional claims about mesolimbic or cerebellar dysplasia, hamartomas, tumor susceptibility, or a high prevalence of ASD. (LLM, conf=0.87)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationSyndromic ASD is associated with identifiable genetic or genomic syndromes, often accompanied by intellectual disability as well as somatic or neurological abnormalities.
“In contrast, syndromic ASD is associated with identifiable genetic or genomic syndromes, often accompanied by ID as well as somatic or neurological abnormalities (Bozhilova et al., 2023).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Bozhilova et al., 2023 source
The Background (page unavailable) links autistic characteristics in known genetic syndromes with intellectual disability, and the Methods > Participants section compares people with genetic syndromes against autistic people without a known genetic syndrome. The paper does not establish the claim that syndromic ASD is often accompanied by somatic or neurological abnormalities. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationLoss of UBE3A in neurons leads to impaired ubiquitin-dependent protein degradation and widespread dysregulation of substrates important for synaptic function and neuronal excitability, consistent with a multisystem model of syndromic ASD.
“Loss of UBE3A in neurons leads to impaired ubiquitin-dependent protein degradation and widespread dysregulation of substrates that are important for synaptic function and neuronal excitability, consistent with a multisystem model of syndromic ASD (Pandya et al., 2021).”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Pandya et al., 2021 source
The Results (page unavailable) show that UBE3A loss in Angelman syndrome neurons changes the abundance of several proteins and that degradation of PEG10-RF1/2 depends on UBE3A. They do not establish widespread impairment of ubiquitin-dependent degradation or dysregulation of synaptic-function and excitability substrates; the Results report no significant alteration in synaptic markers. The paper also does not present these findings as a multisystem model of syndromic ASD. (LLM, conf=0.86)
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationDisruption of the circadian system is a common comorbidity in ASD and is implicated in exacerbating sleep disturbances, behavioral rhythm abnormalities, and emotional dysregulation, potentially by dysregulating the temporal coordination of neuronal and synaptic processes.
“Disruption of this system is a common comorbidity in ASD and is implicated in exacerbating sleep disturbances, behavioral rhythm abnormalities, and emotional dysregulation, potentially by dysregulating the temporal coordination of neuronal and synaptic processes”
Quote in the paperNot a substantial claim3 of 3 sources checked- cites Abe et al., 2022 source
Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Hoyt and Obrietan, 2022 source
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured - cites Lane et al., 2023 source
Split into 2 atoms — 0 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 1 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measured
May combine two claims.
PremisecitationHaploinsufficiency of SHANK3 is commonly associated with Phelan-McDermid syndrome and broad developmental impairments, whereas specific missense variants may produce more restricted or clinically variable synaptic phenotypes.
“Similarly, haploinsufficiency of SHANK3 is commonly associated with Phelan-McDermid syndrome and broad developmental impairments, whereas specific missense variants may produce more restricted or clinically variable synaptic phenotypes”
Quote in the paperSubstantial claim1 of 1 sources checked- cites Varella-Branco et al., 2026 source
The Introduction (page unavailable) links SHANK3 disruption to Phelan-McDermid syndrome and describes its developmental impairments; the Abstract explicitly identifies SHANK3 haploinsufficiency as a primary link. The paper does not establish the claimed contrast with missense variants producing more restricted or clinically variable synaptic phenotypes. Its missense-related mention appears only in a reference title. (LLM, conf=0.88)
Experimental — accuracy not yet measured
May combine two claims.
InterpretationcitationThese opposing changes converge on abnormal oscillatory dynamics, including altered gamma and theta rhythms, which are critical for hippocampal functions such as cognitive mapping and social memory.
“These opposing changes converge on abnormal oscillatory dynamics, including altered gamma and theta rhythms, which are critical for hippocampal functions such as cognitive mapping and social memory (Janz et al., 2025).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Janz et al., 2025 source
May combine two claims.
PremisecitationMice deficient in Mecp2 display weaker assemblies, reduced pyramidal cell firing, and a bias toward inhibition.
“In contrast, mice deficient in Mecp2 (a model of Rett syndrome) display weaker assemblies, reduced pyramidal cell firing, and a bias toward inhibition (Xu et al., 2022).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Xu et al., 2022
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenNon-syndromic ASD is frequently described as involving synaptopathic and channelopathic mechanisms.
“Non-syndromic ASD is frequently described as involving synaptopathic and channelopathic mechanisms.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationUBE3A encodes an E3 ubiquitin ligase predominantly expressed from the maternal allele in neurons and serves as the core pathogenic gene of Angelman syndrome.
“UBE3A encodes an E3 ubiquitin ligase predominantly expressed from the maternal allele in neurons and serves as the core pathogenic gene of Angelman syndrome (Gupta et al., 2025).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Gupta et al., 2025 source
May combine two claims.
PremisecitationVariants in KCNQ2 and KCNQ3 alter intrinsic excitability and predispose neurons to network-level instability.
“Variants in these genes alter intrinsic excitability and predispose neurons to network-level instability (Ma et al., 2023; Oh et al., 2023).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Ma et al., 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Oh et al., 2023
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationreasoningFunctional imbalances in this pathway often lead to core symptoms of ASD, accompanied by intellectual disability, epilepsy, and multisystem abnormalities, reflecting the multilevel biological perturbations associated with syndromic ASD.
“Functional imbalances in this pathway often lead to core symptoms of ASD, accompanied by ID, epilepsy, and multisystem abnormalities, reflecting the multilevel biological perturbations associated with syndromic ASD.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe distinction between syndromic and non-syndromic ASD does not map onto discrete genes or pathways; instead, it reflects varying contributions of synaptic effector pathways and developmental regulatory pathways along a shared mechanistic continuum.
“The distinction between syndromic and non-syndromic ASD does not map onto discrete genes or pathways; instead, it reflects varying contributions of synaptic effector pathways and developmental regulatory pathways along a shared mechanistic continuum.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningGiven the reliance of neurons and synapses on precise protein turnover and local protein synthesis, such imbalances can result in abnormalities in synaptic number, structure, and plasticity, thereby leading to cognitive deficits, seizures, and autism-related behavioral phenotypes.
“Given the reliance of neurons and synapses on precise protein turnover and local protein synthesis, such imbalances can result in abnormalities in synaptic number, structure, and plasticity, thereby leading to cognitive deficits, seizures, and autism-related behavioral phenotypes.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenWithin this architecture, functionally diverse genetic perturbations can converge on overlapping neurodevelopmental phenotypes.
“Within this architecture, functionally diverse genetic perturbations can converge on overlapping neurodevelopmental phenotypes.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenSyndromic ASD is more often associated with variants affecting chromatin remodeling, transcriptional regulation, intracellular signaling, and early neuronal development, although substantial mechanistic overlap exists between these categories.
“By contrast, syndromic ASD is more often associated with variants affecting chromatin remodeling, transcriptional regulation, intracellular signaling, and early neuronal development, although substantial mechanistic overlap exists between these categories.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenSHANK3 is implicated in both syndromic and non-syndromic ASD, exemplifying how a single locus can span hierarchical levels of ASD pathology.
“SHANK3 is implicated in both syndromic and non-syndromic ASD, exemplifying how a single locus can span hierarchical levels of ASD pathology.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningHaploinsufficiency is typically associated with a severe syndromic disorder, whereas increased dosage can predispose to non-syndromic forms of ASD.
“Haploinsufficiency is typically associated with a severe syndromic disorder, whereas increased dosage can predispose to non-syndromic forms of ASD.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningMore severe dosage reduction may compromise cellular homeostasis and developmental timing, thereby engaging higher-order regulatory pathways and broadening the phenotype from predominantly synaptic ASD to syndromic ASD.
“In contrast, more severe dosage reduction may compromise cellular homeostasis and developmental timing, thereby engaging higher-order regulatory pathways and broadening the phenotype from predominantly synaptic ASD to syndromic ASD.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenIn syndromic ASD, disruption of epigenetic mechanisms can globally perturb developmental gene expression, leading to widespread neural and systemic abnormalities.
“In syndromic ASD, disruption of these epigenetic mechanisms can globally perturb developmental gene expression, leading to widespread neural and systemic abnormalities.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenWhereas non-syndromic ASD is predominantly driven by synaptic effector genes, syndromic ASD shows enrichment for variants affecting higher-order regulatory nodes that govern chromatin organization and global cellular signaling.
“Whereas non-syndromic ASD is predominantly driven by synaptic effector genes, syndromic ASD shows enrichment for variants affecting higher-order regulatory nodes that govern chromatin organization and global cellular signaling.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenPathogenic variants in syndromic ASD are highly enriched in two broad classes: regulatory node genes governing development and primary transcription, and core functional nodes at critical synapses and signaling pathway intersections.
“Studies reveal that pathogenic variants in syndromic ASD are highly enriched in two broad classes: regulatory node genes governing development and primary transcription, and core functional nodes at critical synapses and signaling pathway intersections.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningBroader regulatory perturbations may be associated with more widespread developmental phenotypes, whereas local effector perturbations may show more synapse- or circuit-proximal effects, with bridge genes showing intermediate or context-dependent phenotypic spectra.
“This stratification generates testable predictions: broader regulatory perturbations may be associated with more widespread developmental phenotypes, whereas local effector perturbations may show more synapse- or circuit-proximal effects, with bridge genes showing intermediate or context-dependent phenotypic spectra.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenMany proposed links between genes, pathways, biomarkers, and behavior are based on model systems and remain incompletely validated in human neural tissue.
“Many proposed links between genes, pathways, biomarkers, and behavior are based on model systems and remain incompletely validated in human neural tissue.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe phenotypic severity of syndromic ASD reflects both the broad impact of morphogenetic pathway dysregulation and its final common pathway of synaptic dysfunction.
“Thus, the phenotypic severity of syndromic ASD reflects both the broad impact of morphogenetic pathway dysregulation and its final common pathway of synaptic dysfunction.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningConvergence on shared biological processes may help explain why individuals with different genetic findings can exhibit overlapping behavioral phenotypes, while individuals with alterations in the same gene may differ in cognition, epilepsy risk, sensory processing, and systemic involvement.
“This may help explain why individuals with different genetic findings can exhibit overlapping behavioral phenotypes, while individuals with alterations in the same gene may differ in cognition, epilepsy risk, sensory processing, and systemic involvement.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based). May combine two claims.
Interpretationnone givenAlterations in ion channels, neurotransmitter receptors, or synaptic signaling may be amenable to interventions targeting neuronal excitability or receptor function, whereas dysregulation of mTOR signaling, protein synthesis, or protein degradation may require pathway-directed approaches with broader cellular effects.
“At the therapeutic level, alterations in ion channels, neurotransmitter receptors, or synaptic signaling may be amenable to interventions targeting neuronal excitability or receptor function, whereas dysregulation of mTOR signaling, protein synthesis, or protein degradation may require pathway-directed approaches with broader cellular effects.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenLocal effectors primarily influence specific synaptic and cellular functions, whereas global regulators affect broader chromatin, transcriptional, or cellular growth programs.
“Local effectors (e.g., SHANK3, GRIN2B) primarily influence specific synaptic and cellular functions, whereas global regulators (e.g., CHD7, TSC1) affect broader chromatin, transcriptional, or cellular growth programs.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenCurrent evidence is limited by unequal gene discovery, small cohorts for rare variants, ascertainment bias toward individuals with marked developmental impairment, and limited representation across age, sex, ancestry, and clinical presentation.
“Current evidence is further limited by unequal gene discovery, small cohorts for rare variants, ascertainment bias toward individuals with marked developmental impairment, and limited representation across age, sex, ancestry, and clinical presentation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Interpretationnone givenVariants affecting chromatin regulation or broad cellular signaling may be associated with transcriptomic, epigenomic, proteomic, metabolic, or neurodevelopmental biomarkers.
“Variants affecting chromatin regulation or broad cellular signaling may be associated with transcriptomic, epigenomic, proteomic, metabolic, or neurodevelopmental biomarkers, highlighting potential opportunities for biomarker development.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Interpretationnone givenThe proposed functional categories are conceptual rather than mutually exclusive, and their effects may vary with variant type, dosage, developmental timing, and cellular context.
“These categories are conceptual rather than mutually exclusive, and their effects may vary with variant type, dosage, developmental timing, and cellular context.”
Quote in the paperNot a substantial claimMay combine two claims.
Premisenone givenAlterations in FMR1 and UBE3A are most strongly associated with syndromic neurodevelopmental disorders, although differences in variant type, gene dosage, molecular mechanism, and tissue specificity can influence the resulting phenotype.
“Alterations in FMR1 and UBE3A are most strongly associated with syndromic neurodevelopmental disorders, although differences in variant type, gene dosage, molecular mechanism, and tissue specificity can influence the resulting phenotype.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
InterpretationreasoningTherapeutic responses may differ according to the affected biological tier.
“It also suggests that therapeutic responses may differ according to the affected biological tier.”
Quote in the paperNot a substantial claim
The paper relies on this without support.
Points of convergence and divergence between non-syndromic and syndromic ASD across key risk genes, core signaling pathways, and subsequent molecular and cellular consequences remain incompletely defined.
“Recent reviews have examined associations between ASD risk genes and clinical phenotypes (DiStefano et al., 2025), but the points of convergence and divergence between non-syndromic ASD and syndromic ASD across key risk genes, core signaling pathways, and subsequent molecular and cellular consequences remain incompletely defined.”
The paper relies on this without support.
Few studies have systematically mapped the genetic architecture onto a hierarchical regulator-effector framework that distinguishes regulators of chromatin and transcription from effectors involved in synaptic and ion-channel activity, or examined how dose-sensitive bridge genes such as SHANK3, FMR1, and UBE3A span these categories.
“Few studies have systematically mapped the genetic architecture onto a hierarchical regulator-effector framework that distinguishes regulators of chromatin and transcription from effectors involved in synaptic and ion-channel activity, or examined how dose-sensitive bridge genes such as SHANK3, FMR1, and UBE3A span these categories.”
The paper relies on this without support.
Findings from ASD mouse models can be generalized to human ASD circuit-level mechanisms.
“Recent studies of ASD mouse models point to a shared disturbance at the level of hippocampal circuits, which may provide a mechanistic convergence for diverse genetic risks (Keith et al., 2025).”
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“…playing a crucial role in regulating essential neurodevelopmental processes and mediating synaptic activity through localized changes in receptor trafficking (Bahar et al., 2023; Bjornson et al., 2023), cytoskeletal organization (Rothenberg et al., 2023), and synaptic plasticity (Kim et al., 2024).”
Autism genes converge on asynchronous development of shared neuron classes
Paulsen, B., Velasco, S., Kedaigle, A. J., Pigoni, M., Quadrato, G., Deo, A. J., Adiconis, X., Uzquiano, A., Sartore, R., Yang, S. M., et al. (2022) · Nature · doi:10.1038/s41586-021-04358-6 · Cited by 439 · cited 1× · see citing works
“This diversity in presentation suggests that ASD does not constitute a single disease entity; it represents a shared behavioral outcome arising from multiple, partially overlapping biological pathways (Paulsen et al., 2022).”
mTOR substrate phosphorylation in growth control
Battaglioni, S., Benjamin, D., Wälchli, M., Maier, T., & Hall, M. N. (2022) · Cell · doi:10.1016/j.cell.2022.04.013 · Cited by 437 · see citing works
Lessons learned from studying syndromic autism spectrum disorders
Sztainberg, Y., & Zoghbi, H. Y. (2016) · Nature Neuroscience · doi:10.1038/nn.4420 · Cited by 286 · cited 1× · see citing works
“…the molecular scope and developmental consequences of pathogenic variation, ranging from alterations in synaptic proteins and neuronal excitability to abnormalities in chromatin remodeling, transcriptional regulation, intracellular signaling, and neuronal development (Sztainberg and Zoghbi, 2016).”
Burst-dependent synaptic plasticity can coordinate learning in hierarchical circuits
Payeur, A., Guerguiev, J., Zenke, F., Richards, B. A., & Naud, R. (2021) · Nature Neuroscience · doi:10.1038/s41593-021-00857-x · Cited by 286 · cited 2× · see citing works
“…(Caya-Bissonnette and Beique, 2024), encompassing NMDA receptor-mediated calcium influx, subsequent kinase activity, and AMPA receptor trafficking (de Leon-Lopez et al., 2025), is implicated in impaired synaptic plasticity and experience-dependent circuit remodeling in ASD (Payeur et al., 2021).”
An epigenetic barrier sets the timing of human neuronal maturation
Ciceri, G., Baggiolini, A., Cho, H. S., Kshirsagar, M., Benito-Kwiecinski, S., Walsh, R. M., Aromolaran, K. A., Gonzalez-Hernandez, A. J., Munguba, H., Koo, S. Y., et al. (2024) · Nature · doi:10.1038/s41586-023-06984-8 · Cited by 240 · see citing works
Genetics of circadian rhythms and sleep in human health and disease
Lane, J. M., Qian, J., Mignot, E., Redline, S., Scheer, F. A. J. L., & Saxena, R. (2023) · Nature Reviews Genetics · doi:10.1038/s41576-022-00519-z · Cited by 236 · cited 1× · see citing works
“…a common comorbidity in ASD and is implicated in exacerbating sleep disturbances, behavioral rhythm abnormalities, and emotional dysregulation, potentially by dysregulating the temporal coordination of neuronal and synaptic processes (Abe et al., 2022; Hoyt and Obrietan, 2022; Lane et al., 2023).”
Disruption of USP9X in macrophages promotes foam cell formation and atherosclerosis
Wang, B., Tang, X., Liu, Y., Wang, Y., Chen, Z., Li, M., Wu, N., Wu, D., Dai, X., Jiang, H., et al. (2022) · Journal of Clinical Investigation · doi:10.1172/jci154217 · Cited by 141 · cited 1× · see citing works
“USP9X , a deubiqui-tinase, removes ubiquitin chains from target proteins, preventing their proteasomal degradation and regulating their activity and localization (Wang et al., 2022).”
All-optical physiology resolves a synaptic basis for behavioral timescale plasticity
Fan, L. Z., Kim, D. K., Jennings, J. H., Tian, H., Wang, P. Y., Ramakrishnan, C., Randles, S., Sun, Y., Thadhani, E., Kim, Y. S., et al. (2023) · Cell · doi:10.1016/j.cell.2022.12.035 · Cited by 135 · cited 1× · see citing works
“…in synaptic pathways can propagate during development to alter transcriptional programs and circuit maturation, contributing to broader cognitive impairments such as deficits in social perception and predictive processing in ASD (Lybrand et al., 2021; Fan et al., 2023; Keysers et al., 2024).”
Decomposition of phenotypic heterogeneity in autism reveals underlying genetic programs
Litman, A., Sauerwald, N., Snyder, L. G., Foss‐Feig, J. H., Park, C. Y., Hao, Y., Dinstein, I., Theesfeld, C. L., & Troyanskaya, O. G. (2025) · Nature Genetics · doi:10.1038/s41588-025-02224-z · Cited by 118 · cited 1× · see citing works
“These findings highlight the intrinsic genetic heterogeneity of ASD and the need to clarify its biological basis to refine pathophysiological models (Litman et al., 2025).”
Mossink, B., Negwer, M., Schubert, D., & Nadif Kasri, N. (2021) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-020-03714-5 · Cited by 114 · cited 1× · see citing works
“…chromatin remodelers, or associated complexes leads to perturbations that extend beyond individual targets, resulting in widespread disor-ganization of transcriptional programs essential for neurogenesis, regional patterning, and synaptic differentiation (Mossink et al., 2021; Jiang et al., 2023).”
The Epigenome in Neurodevelopmental Disorders
Reichard, J., & Zimmer‐Bensch, G. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.776809 · Cited by 112 · see citing works
Genetic and functional analyses demonstrate a role for abnormal glycinergic signaling in autism
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“Functional disturbances in this domain can induce local and systemic network dysfunction even in the absence of large-scale structural abnormalities, making it a critical component of the biological basis of non-syndromic ASD (Pilorge et al., 2016).”
Lybrand, Z. R., Goswami, S., Zhu, J., Jarzabek, V., Merlock, N., Aktar, M., Smith, C., Zhang, L., Varma, P., Cho, K., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-21649-8 · Cited by 91 · cited 1× · see citing works
“…in synaptic pathways can propagate during development to alter transcriptional programs and circuit maturation, contributing to broader cognitive impairments such as deficits in social perception and predictive processing in ASD (Lybrand et al., 2021; Fan et al., 2023; Keysers et al., 2024).”
Rhythmic transcription of Bmal1 stabilizes the circadian timekeeping system in mammals
Abe, Y. O., Yoshitane, H., Kim, D. W., Kawakami, S., Koebis, M., Nakao, K., Aiba, A., Kim, J. K., & Fukada, Y. (2022) · Nature Communications · doi:10.1038/s41467-022-32326-9 · Cited by 87 · see citing works
Micali, N., Ma, S., Li, M., Kim, S., Mato-Blanco, X., Sindhu, S. K., Arellano, J. I., Gao, T., Shibata, M., Gobeske, K. T., et al. (2023) · Science · doi:10.1126/science.adf3786 · Cited by 82 · cited 1× · see citing works
“Telencephalon development pathways orchestrate the formation of forebrain structures, including the cerebral cortex, hippocampus, and amygdala (Micali et al., 2023).”
Hoyt, K. R., & Obrietan, K. (2022) · Molecular Neurodegeneration · doi:10.1186/s13024-022-00537-9 · Cited by 77 · cited 1× · see citing works
“…a common comorbidity in ASD and is implicated in exacerbating sleep disturbances, behavioral rhythm abnormalities, and emotional dysregulation, potentially by dysregulating the temporal coordination of neuronal and synaptic processes (Abe et al., 2022; Hoyt and Obrietan, 2022; Lane et al., 2023).”
mTOR pathway: Insights into an established pathway for brain mosaicism in epilepsy.
Gerasimenko, A., Baldassari, S., & Baulac, S. (2023) · Neurobiology of Disease · doi:10.1016/j.nbd.2023.106144 · Cited by 76 · cited 1× · see citing works
“TSC1 and MTOR are integral to the mammalian target of rapamycin (mTOR) pathway (Gerasimenko et al., 2023), PTEN negatively modulates the phosphatidylinositol 3-kinase (PI3K)/ protein kinase B (AKT)/mTOR pathway (Glaviano et al., 2023), NF1 and BRAF regulate Ras/mitogen-activated protein kinase…”
Carroll, L., Braeutigam, S., Dawes, J. M., Krsnik, Ž., Kostović, I., Coutinho, E., Dewing, J. M., Horton, C. A., Gómez‐Nicola, D., & Menassa, D. A. (2020) · The Neuroscientist · doi:10.1177/1073858420921378 · Cited by 75 · cited 1× · see citing works
“…cortical areal identity, laminar organization, and long-range connectivity, with their disruption leading to widespread spine architectural abnormalities, cortical dyslamination, and imbalances in excitatory and inhibitory neuron populations (Carroll et al., 2021; Wang X. et al., 2025).”
Epileptogenesis in tuberous sclerosis complex-related developmental and epileptic encephalopathy
Aronica, E., Specchio, N., Luinenburg, M. J., & Curatolo, P. (2023) · Brain · doi:10.1093/brain/awad048 · Cited by 74 · cited 1× · see citing works
“In syndromic forms, mutations in genes such as TSC1 , TSC2 , or PTEN lead to constitutive activation of mTOR signaling, driving aberrant cellular growth and structural brain anomalies (Aronica et al., 2023; Karalis et al., 2024).”
AMPA Receptors in Synaptic Plasticity, Memory Function, and Brain Diseases
de León-López, C. A. M., Carretero-Rey, M., & Khan, Z. U. (2025) · Cellular and Molecular Neurobiology · doi:10.1007/s10571-024-01529-7 · Cited by 73 · cited 1× · see citing works
“…(Caya-Bissonnette and Beique, 2024), encompassing NMDA receptor-mediated calcium influx, subsequent kinase activity, and AMPA receptor trafficking (de Leon-Lopez et al., 2025), is implicated in impaired synaptic plasticity and experience-dependent circuit remodeling in ASD (Payeur et al., 2021).”
Pandya, N. J., Wang, C., Costa, V., Lopatta, P., Meier, S., Zampeta, F. I., Punt, A. M., Mientjes, E., Grossen, P., Distler, T., et al. (2021) · Cell Reports Medicine · doi:10.1016/j.xcrm.2021.100360 · Cited by 71 · cited 1× · see citing works
“Loss of UBE3A in neurons leads to impaired ubiquitin-dependent protein degradation and widespread dysregulation of substrates that are important for synaptic function and neuronal excitability, consistent with a multisystem model of syndromic ASD (Pandya et al., 2021).”
Okhovat, M., VanCampen, J., Nevonen, K. A., Harshman, L., Li, W., Layman, C. E., Ward, S., Herrera, J., Wells, J., Sheng, R. R., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-43841-8 · Cited by 68 · cited 1× · see citing works
“TADs are crucial for organizing transcriptional networks during neurodevelopment (Okhovat et al., 2023).”
Sex-specific chromatin remodelling safeguards transcription in germ cells
Huang, T.-C., Wang, Y.-F., Vazquez-Ferrer, E., Theofel, I., Requena, C. E., Hanna, C. W., Kelsey, G., & Hájková, P. (2021) · Nature · doi:10.1038/s41586-021-04208-5 · Cited by 67 · cited 1× · see citing works
“In parallel, chromatin remodeling, transcriptional regulation, and epigenetic mechanisms regulate the activity-dependent gene expression necessary for long-term synaptic adaptation (Huang et al., 2021).”
Control of mouse limb initiation and antero-posterior patterning by Meis transcription factors
Delgado, I., Giovinazzo, G., Temiño, S., Gauthier, Y., Balsalobre, A., Drouin, J., & Torres, M. (2021) · Nature Communications · doi:10.1038/s41467-021-23373-9 · Cited by 65 · cited 2× · see citing works
“MEIS2 is a homeobox transcription factor involved in developmental regulatory networks and organogenesis (Delgado et al., 2021).”
Small molecule modulators of chromatin remodeling: from neurodevelopment to neurodegeneration
Jiang, D., Li, T., Guo, C., Tang, T.-S., & Liu, H. (2023) · Cell & Bioscience · doi:10.1186/s13578-023-00953-4 · Cited by 54 · cited 1× · see citing works
“…chromatin remodelers, or associated complexes leads to perturbations that extend beyond individual targets, resulting in widespread disor-ganization of transcriptional programs essential for neurogenesis, regional patterning, and synaptic differentiation (Mossink et al., 2021; Jiang et al., 2023).”
Predictive Coding: A more cognitive process than we thought?
Gabhart, K. M., Xiong, Y. (., & Bastos, A. M. (2023) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2025.01.012 · Cited by 54 · see citing works
Rothenberg, K. E., Chen, Y., McDonald, J. A., & Fernández‐González, R. (2023) · Current Biology · doi:10.1016/j.cub.2023.05.009 · Cited by 51 · see citing works
Yoshida, T., Yamagata, A., Imai, A., Kim, J., Izumi, H., Nakashima, S., Shiroshima, T., Maeda, A., Iwasawa-Okamoto, S., Azechi, K., et al. (2021) · Nature Communications · doi:10.1038/s41467-021-22059-6 · Cited by 50 · cited 1× · see citing works
“Mutations in neuroli-gins and neurexins have been repeatedly linked to non-syndromic ASD and related neurodevelopmental conditions (Yoshida et al., 2021).”
Xu, P., Yue, Y., Su, J., Sun, X., Du, H., Liu, Z., Simha, R., Zhou, J., Zeng, C., & Lü, H. (2022) · Nature Communications · doi:10.1038/s41467-022-31578-9 · Cited by 48 · see citing works
Saitoh, B.-Y., Tanaka, E., Yamamoto, N., Kruining, D. V., Iinuma, K., Nakamuta, Y., Yamaguchi, H., Yamasaki, R., Matsumoto, K., & Kira, J.-I. (2021) · Brain, Behavior, and Immunity · doi:10.1016/j.bbi.2021.04.008 · Cited by 47 · cited 1× · see citing works
“Microglial changes, including abnormal synaptic pruning and altered surveillance, have been reported in several ASD-related models and may disrupt the normal refinement of hippocampal connectivity (Saitoh et al., 2021).”
Tiane, A., Schepers, M., Riemens, R. J. M., Rombaut, B., Vandormael, P., Somers, V. A., Prickaerts, J., Hellings, N., van den Hove, D., & Vanmierlo, T. (2021) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-021-03927-2 · Cited by 47 · see citing works
Nelson, A. D., Catalfio, A. M., Gupta, J. P., Min, L. Y., Caballero-Florán, R. N., Dean, K. P., Elvira, C. C., Derderian, K. D., Kyoung, H., Sahagun, A., et al. (2024) · Neuron · doi:10.1016/j.neuron.2024.01.003 · Cited by 47 · see citing works
Mouse population genetics phenocopies heterogeneity of human Chd8 haploinsufficiency
Tabbaa, M., Knoll, A., & Levitt, P. (2023) · Neuron · doi:10.1016/j.neuron.2023.01.009 · Cited by 45 · see citing works
Neuroplasticity, the Prefrontal Cortex, and Psychopathology-Related Deviations in Cognitive Control
Luciana, M. M., & Collins, P. F. (2022) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-081219-111203 · Cited by 44 · cited 1× · see citing works
“…in gene expression and protein turnover collectively modulate the capacity of synapses to undergo experience-dependent strengthening or weakening and may influence systems-level mechanisms that support adaptive behavior in ASD (Payeur et al., 2021; Luciana and Collins, 2022; Lagerlof et al., 2026).”
Ligand activation mechanisms of human KCNQ2 channel
Ma, D., Zheng, Y., Li, X., Zhou, X., Yang, Z., Zhang, Y., Wang, L., Zhang, W., Fang, J., Zhao, G., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-42416-x · Cited by 44 · cited 1× · see citing works
“Variants in these genes alter intrinsic excitability and predispose neurons to network-level instability (Ma et al., 2023; Oh et al., 2023).”
Jung, S., & Park, M. (2022) · Pharmacological Research · doi:10.1016/j.phrs.2022.106340 · Cited by 42 · cited 2× · see citing works
“Their disruption leads to widespread alterations in spine architecture and synaptic capacity across neuronal populations in ASD (Duncan et al., 2021; Jung and Park, 2022).”
Bennison, S. A., Blazejewski, S. M., Liu, X., Hacohen-Kleiman, G., Sragovich, S., Zoidou, S., Touloumi, O., Grigoriadis, N., Gozes, I., & Toyo-oka, K. (2023) · Molecular Psychiatry · doi:10.1038/s41380-022-01939-3 · Cited by 42 · cited 1× · see citing works
“Mutations in these genes can disrupt cortical and subcortical network architecture and function, often associated with syndromic ASD (Bennison et al., 2023).”
The Role of Zinc and NMDA Receptors in Autism Spectrum Disorders
Lee, K. C., Mills, Z., Cheung, P. Y., Cheyne, J. E., & Montgomery, J. M. (2022) · Pharmaceuticals · doi:10.3390/ph16010001 · Cited by 40 · cited 5× · see citing works
“Dysregulation of the LTP cascade (Caya-Bissonnette and Beique, 2024), encompassing NMDA receptor-mediated calcium influx, subsequent kinase activity, and AMPA receptor trafficking (de Leon-Lopez et al., 2025), is implicated in impaired synaptic plasticity and experience-dependent circuit remodeling in ASD (Payeur et a…”
InfluentialBataveljic, D., Pivonkova, H., de Concini, V., Hébert, B., Ezan, P., Briault, S., Bemelmans, A.-P., Pichon, J., Menuet, A., & Rouach, N. (2024) · Nature Communications · doi:10.1038/s41467-024-47681-y · Cited by 40 · cited 2× · see citing works
“FMR1 knockout mice show hypersynchronous population activity, larger and more stable neuronal assemblies, and a shift toward excessive excitation in hippocampal networks (Bataveljic et al., 2024).”
Eltokhi, A., Gonzalez-Lozano, M. A., Oettl, L.-L., Rozov, A., Pitzer, C., Röth, R., Berkel, S., Hüser, M., Harten, A., Kelsch, W., et al. (2021) · Molecular Psychiatry · doi:10.1038/s41380-021-01140-y · Cited by 38 · cited 1× · see citing works
“Disruption of SHANK family proteins alters PSD architecture, receptor localization, and subsequent signaling (Bucher et al., 2021), leading to impaired synaptic transmission and plasticity that recapitulates autism-related phenotypes in animal models (Eltokhi et al., 2021; Jung and Park, 2022).”
Celf4 controls mRNA translation underlying synaptic development in the prenatal mammalian neocortex
Salamon, I., Park, Y., Miškić, T., Kopić, J., Matteson, P. G., Page, N. F., Roque, A., McAuliffe, G., Favate, J. S., García-Forn, M., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-41730-8 · Cited by 37 · cited 1× · see citing works
“This influences synaptic proteome composition and excitatory network homeostasis (Salamon et al., 2023).”
Nguyen, L. H., Xu, Y., Nair, M., & Bordey, A. (2024) · eLife · doi:10.7554/elife.91010 · Cited by 37 · cited 1× · see citing works
“These mutations contribute to mesolimbic, cerebellar, and cortical dysplasia, hamartomas, tumor susceptibility, and a high prevalence of ASD (Nguyen et al., 2024).”
Self-citationA Presynaptic Phosphosignaling Hub for Lasting Homeostatic Plasticity
Müller, J. A., Betzin, J., Santos-Tejedor, J., Mayer, A., Oprişoreanu, A.-M., Engholm-Keller, K., Paulußen, I., Gulakova, P., McGovern, T. D., Gschossman, L. J., et al. (2022) · Cell Reports · doi:10.1016/j.celrep.2022.110696 · Cited by 36 · see citing works
Phase separation-mediated actin bundling by the postsynaptic density condensates
Chen, X., Jia, B., Zhu, S., & Zhang, M. (2023) · eLife · doi:10.7554/elife.84446 · Cited by 36 · see citing works
Half a century legacy of long-term potentiation
Caya-Bissonnette, L., & Béïque, J.-C. (2024) · Current Biology · doi:10.1016/j.cub.2024.05.008 · Cited by 36 · see citing works
Fink, J. J., Schreiner, J. D., Bloom, J. E., James, J., Baker, D. S., Robinson, T. M., Lieberman, R., Loew, L. M., Chamberlain, S. J., & Levine, E. S. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.07.018 · Cited by 35 · cited 1× · see citing works
“In contrast, duplications and triplications of the chromosomal region 15q11-q13, which increase UBE3A dosage, are strongly associated with non-syndromic ASD and epilepsy (Fink et al., 2021).”
Babij, R., Ferrer, C., Donatelle, A., Wacks, S., Buch, A. M., Niemeyer, J. E., Ma, H., Duan, Z. R. S., Fetcho, R. N., Che, A., et al. (2023) · Neuron · doi:10.1016/j.neuron.2022.10.037 · Cited by 35 · cited 2× · see citing works
“…integration of pyramidal neuron subtypes in cortical circuits (Babij et al., 2023) and has been linked to an imbalance between excitation and inhibition in cortical and subcortical circuits, a widely proposed mechanism in ASD pathophysiology (Babij et al., 2023; Coskunpinar et al., 2023).”
A cross-talk between nitric oxide and the glutamatergic system in a Shank3 mouse model of autism
Hamoudi, W., Tripathi, M. K., Ojha, S. K., & Amal, H. (2022) · Free Radical Biology and Medicine · doi:10.1016/j.freeradbiomed.2022.06.007 · Cited by 34 · cited 1× · see citing works
“In non-syndromic ASD, SHANK3 mutations primarily manifest as direct disruptions to synaptic architecture and function without consistent extra-neurological anomalies (Hamoudi et al., 2022; Belenska-Todorova et al., 2025).”
Semaphorin3F Drives Dendritic Spine Pruning Through Rho-GTPase Signaling
Duncan, B. W., Mohan, V., Wade, S. D., Truong, Y. K.-N., Kampov-Polevoi, A., Temple, B. R. S., & Maness, P. F. (2021) · Molecular Neurobiology · doi:10.1007/s12035-021-02373-2 · Cited by 33 · cited 1× · see citing works
“Their disruption leads to widespread alterations in spine architecture and synaptic capacity across neuronal populations in ASD (Duncan et al., 2021; Jung and Park, 2022).”
Bucher, M., Niebling, S., Han, Y., Molodenskiy, D., Hassani Nia, F., Kreienkamp, H.-J., Svergun, D., Kim, E., Kostyukova, A. S., Kreutz, M. R., et al. (2021) · eLife · doi:10.7554/elife.66165 · Cited by 33 · cited 1× · see citing works
“Disruption of SHANK family proteins alters PSD architecture, receptor localization, and subsequent signaling (Bucher et al., 2021), leading to impaired synaptic transmission and plasticity that recapitulates autism-related phenotypes in animal models (Eltokhi et al., 2021; Jung and Park, 2022).”
Fink, M., Njah, K., Patel, S. J., Cook, D. P., Man, V., Ruso, F., Rajan, A., Narimatsu, M., Obersterescu, A., Pye, M. J., et al. (2024) · Nature Cell Biology · doi:10.1038/s41556-024-01550-4 · Cited by 33 · cited 1× · see citing works
“Emerging evidence suggests that molecular redundancy within chromatin remodeling complexes and homeostatic feedback loops may partially buffer against single-gene loss and dampen the spread of dysregulation (Rozenfeld et al., 2023; Fink et al., 2024).”
Oh, H., Lee, S., Oh, Y., Kim, S., Kim, Y. S., Yang, Y., Choi, W., Yoo, Y.-E., Cho, H., Lee, S., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-39203-z · Cited by 32 · cited 1× · see citing works
“Variants in these genes alter intrinsic excitability and predispose neurons to network-level instability (Ma et al., 2023; Oh et al., 2023).”
Profiles of autism characteristics in thirteen genetic syndromes: a machine learning approach
Bozhilova, N., Welham, A., Adams, D., Bissell, S., Bruining, H., Crawford, H., Eden, K., Nelson, L., Oliver, C., Powis, L., et al. (2023) · Molecular Autism · doi:10.1186/s13229-022-00530-5 · Cited by 31 · cited 1× · see citing works
“In contrast, syndromic ASD is associated with identifiable genetic or genomic syndromes, often accompanied by ID as well as somatic or neurological abnormalities (Bozhilova et al., 2023).”
Sheng, Z., Liu, Q., Cheng, C., Li, M., Barash, J., Kofke, W. A., Shen, Y., & Xie, Z. (2022) · British Journal of Anaesthesia · doi:10.1016/j.bja.2022.04.027 · Cited by 28 · cited 1× · see citing works
“Rare, often de novo , missense or truncating variants in these genes alter receptor kinetics, calcium signaling, and synaptic strength, and have been implicated in ASD (Deutsch et al., 2022; Sheng et al., 2022; Gjerulfsen et al., 2024).”
Tbr1 Misexpression Alters Neuronal Development in the Cerebral Cortex
Crespo, I., Pignatelli, J., Kinare, V., Méndez‐Gómez, H. R., Esgleas, M., Román, M. J., Canals, J. M., Tole, S., & Vicario‐Abejón, C. (2022) · Molecular Neurobiology · doi:10.1007/s12035-022-02936-x · Cited by 28 · cited 1× · see citing works
“Transcription Factors and Signaling Proteins: TBR1 is a transcription factor that specifies the identity and projections of corticotha-lamic and other deep-layer neurons and is critical for the development of cortical regions implicated in higher cognition and language (Crespo et al., 2022).”
Keysers, C., Silani, G., & Gazzola, V. (2024) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2024.105877 · Cited by 28 · cited 1× · see citing works
“…in synaptic pathways can propagate during development to alter transcriptional programs and circuit maturation, contributing to broader cognitive impairments such as deficits in social perception and predictive processing in ASD (Lybrand et al., 2021; Fan et al., 2023; Keysers et al., 2024).”
Luca, P. D., Mele, M., Tanqueiro, S. R., Napoli, F., Butkevičiūtė, U., Souto, A. C., Costa, R. O., Schwarz, A. P., Drexel, M., Sebastião, A. M., et al. (2025) · Journal of Biomedical Science · doi:10.1186/s12929-025-01164-4 · Cited by 28 · cited 1× · see citing works
“…signaling components (Francis et al., 2025), are known to be essential for precise synapse formation, stabilization, and excitatory neurotransmission (De Luca et al., 2025), with their disruption contributing directly to synaptic dysfunction and altered neural circuit connectivity in ASD.”
Disease relevance of rare VPS13B missense variants for neurodevelopmental Cohen syndrome
Zorn, M., Kühnisch, J., Bachmann, S., & Seifert, W. (2022) · Scientific Reports · doi:10.1038/s41598-022-13717-w · Cited by 26 · cited 1× · see citing works
“…execution, encompassing multiple levels, including synaptic local translation (Wilkerson et al., 2023), Golgi apparatus and vesicle transport (Zorn et al., 2022), microtubule and dendritic morphology, developmental transcription programs, postsynaptic small GTPase signaling, receptor…”
Ford, T. J. L., Jeon, B. T., Lee, H., & Kim, W.-Y. (2023) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2022.1048713 · Cited by 25 · cited 1× · see citing works
“Regulation of synaptic plasticity may serve as an interface between molecular synaptic mechanisms and distributed neural systems involved in adaptive behavior (Ford et al., 2022).”
Jia, B., Shen, Z., Zhu, S., Huang, J., Liao, Z., Zhao, S., Li, H., Chen, S., Xu, Y., Wang, Y., et al. (2025) · Cell · doi:10.1016/j.cell.2025.07.047 · Cited by 25 · cited 9× · see citing works
“Postsynaptic Scaffold and Adhesion Molecules: Within the post-synaptic density (PSD) of excitatory synapses, SHANK2 and SHANK3 encode scaffold proteins.”
InfluentialSelf-citationMonoallelic and biallelic mutations inRELNunderlie a graded series of neurodevelopmental disorders
Donato, N. D., Guerrini, R., Billington, C. J., Barkovich, A. J., Dinkel, P., Freri, E., Heide, M., Gershon, E. S., Gertler, T. S., Hopkin, R. J., et al. (2022) · Brain · doi:10.1093/brain/awac164 · Cited by 23 · cited 1× · see citing works
“RELN encodes the secreted protein Reelin, which guides neuronal migration and cortical lamination, and thereby influences the assembly of cortical macro-and microcircuitry (Di Donato et al., 2022; Riva et al., 2024).”
Deutsch, S. I., Luyo, Z. N. M., & Burket, J. A. (2022) · Biomolecules · doi:10.3390/biom12020181 · Cited by 22 · cited 1× · see citing works
“Rare, often de novo , missense or truncating variants in these genes alter receptor kinetics, calcium signaling, and synaptic strength, and have been implicated in ASD (Deutsch et al., 2022; Sheng et al., 2022; Gjerulfsen et al., 2024).”
Association of GABRG3, GABRB3, HTR2A gene variants with autism spectrum disorder
Coskunpinar, E. M., Tur, S., Cevher Binici, N., & Yazan Songür, C. (2023) · Gene · doi:10.1016/j.gene.2023.147399 · Cited by 21 · cited 1× · see citing works
“…integration of pyramidal neuron subtypes in cortical circuits (Babij et al., 2023) and has been linked to an imbalance between excitation and inhibition in cortical and subcortical circuits, a widely proposed mechanism in ASD pathophysiology (Babij et al., 2023; Coskunpinar et al., 2023).”
The role of TSC1 and TSC2 proteins in neuronal axons
Karalis, V., Wood, D., Teaney, N. A., & Sahin, M. (2024) · Molecular Psychiatry · doi:10.1038/s41380-023-02402-7 · Cited by 21 · cited 1× · see citing works
“In syndromic forms, mutations in genes such as TSC1 , TSC2 , or PTEN lead to constitutive activation of mTOR signaling, driving aberrant cellular growth and structural brain anomalies (Aronica et al., 2023; Karalis et al., 2024).”
Histone methyltransferase KMT2A: developmental regulation to oncogenic transformation
Ogino, J., & Dou, Y. (2024) · Journal of Biological Chemistry · doi:10.1016/j.jbc.2024.107791 · Cited by 21 · cited 1× · see citing works
“Dysfunction of these genes can lead to systemic disruptions in developmental programming and plasticity regulation (Ogino and Dou, 2024; Williams et al., 2024).”
Wingo, A. P., Liu, Y., Vattathil, S. M., Gerasimov, E. S., Mei, Z., Ravindran, S. P., Liu, J., Shantaraman, A., Seifar, F., Wang, E., et al. (2025) · Nature Genetics · doi:10.1038/s41588-025-02291-2 · Cited by 21 · cited 1× · see citing works
“…(GWAS) results with transcriptomic and proteomic data suggests that common risk variants are enriched in regulatory regions of genes expressed in developing cortical neurons, particularly those involved in synaptic transmission, ion channel activity, and chromatin remodeling (Wingo et al., 2025).”
Homeostatic synaptic plasticity rescues neural coding reliability
Rozenfeld, E., Ehmann, N., Manoim, J. E., Kittel, R. J., & Parnas, M. (2023) · Nature Communications · doi:10.1038/s41467-023-38575-6 · Cited by 19 · cited 1× · see citing works
“Emerging evidence suggests that molecular redundancy within chromatin remodeling complexes and homeostatic feedback loops may partially buffer against single-gene loss and dampen the spread of dysregulation (Rozenfeld et al., 2023; Fink et al., 2024).”
VPS13B is localized at the interface between Golgi cisternae and is a functional partner of FAM177A1
Ugur, B., Schueder, F., Shin, J., Hanna, M. G., Wu, Y., Leonzino, M., Su, M., McAdow, A. R., Wilson, C., Postlethwait, J., et al. (2024) · Journal of Cell Biology · doi:10.1083/jcb.202311189 · Cited by 18 · see citing works
Family-based genome-wide association study of autism spectrum disorder in middle eastern families
Al-Sarraj, Y., Al-Dous, E., Taha, R. Z., Ahram, D., Alshaban, F., Tolfat, M., El-Shanti, H., & Albagha, O. M. E. (2021) · Genes · doi:10.3390/genes12050761 · Cited by 17 · see citing works
Rare genetic variants confer a high risk of ADHD and implicate neuronal biology
Demontis, D., Duan, J., Hsu, Y.-H. H., Pintacuda, G., Grove, J., Nielsen, T. T., Thirstrup, J., Martorana, M., Botts, T., Satterstrom, F. K., et al. (2026) · Nature · doi:10.1038/s41586-025-09702-8 · Cited by 17 · cited 1× · see citing works
“Pathogenic variants of MAP1A are often associated with widespread neurodevelopmental disorders and autism-related behavioral phenotypes (Demontis et al., 2026).”
Mono-ubiquitination of Rabphilin 3A by UBE3A serves a non-degradative function
Avagliano Trezza, R., Punt, A. M., Mientjes, E., van den Berg, M., Zampeta, F. I., de Graaf, I. J., van der Weegen, Y., Demmers, J. A. A., Elgersma, Y., & Distel, B. (2021) · Scientific Reports · doi:10.1038/s41598-021-82319-9 · Cited by 16 · cited 1× · see citing works
“Mutations in these genes disrupt protein homeostasis by altering substrate protein half-life, abundance, and functional state (Avagliano Trezza et al., 2021).”
Improving gene therapy for Angelman syndrome with secreted human UBE3A
Nenninger, A. W., Willman, M., Willman, J., Stewart, E., Mesidor, P., Novoa, M., Morrill, N. K., Alvarez, L., Joly-Amado, A., Peters, M. M., et al. (2022) · Neurotherapeutics · doi:10.1007/s13311-022-01239-2 · Cited by 15 · cited 1× · see citing works
“Overexpression of UBE3A appears to disturb synaptic homeostasis through excessive ubiquitin pathway activity, yet often spares the severe somatic anomalies that characterize Angelman syndrome (Nenninger et al., 2022).”
Intricacies of GABAA Receptor Function: The Critical Role of the β3 Subunit in Norm and Pathology
Menzikov, S. A., Morozov, S., & Kubatiev, A. A. (2021) · International Journal of Molecular Sciences · doi:10.3390/ijms22031457 · Cited by 14 · cited 1× · see citing works
“Inhibitory Receptors: GABRB2 and GABRB3 encode beta subunits of the gamma-aminobutyric acid (GABA) type A receptor (Menzikov et al., 2021), which mediate fast inhibitory chloride currents.”
Peter, C. S., Hossain, W. A., Lovell, S., Rafi, S. K., & Butler, M. G. (2024) · International Journal of Molecular Sciences · doi:10.3390/ijms25052838 · Cited by 14 · cited 1× · see citing works
“Pathogenic variants in morphogenesis and growth-related pathways frequently influence programs governing multi-organ development rather than exclusively targeting brain circuits (St Peter et al., 2024).”
Dias, K.-R., Carlston, C. M., Blok, L. E. R., De Hayr, L., Nawaz, U., Evans, C.-A., Bayrak-Toydemir, P., Htun, S., Zhu, Y., Ma, A., et al. (2022) · Genetics in Medicine · doi:10.1016/j.gim.2022.06.001 · Cited by 13 · cited 1× · see citing works
“Genes such as SETD5 , KMT2A , CREBBP , EP300 , CHD7 , SIN3A , and ZMYND8 significantly influence the spatiotemporal expression of neurodevelopmental and synapse-related genes (Dias et al., 2022; Ahsan et al., 2023).”
Dysregulation of the mTOR-FMRP pathway and synaptic plasticity in an environmental model of ASD
Hilal, M. L., Rosina, E., Pedini, G., Restivo, L., & Bagni, C. (2025) · Molecular Psychiatry · doi:10.1038/s41380-024-02805-0 · Cited by 13 · cited 2× · see citing works
“Its primary function is to inhibit or finely regulate the local translation of these mRNAs at synapses (Hilal et al., 2025).”
The autism-associated Meis2 gene is necessary for cardiac baroreflex regulation in mice
Roussel, J., Larcher, R., Sicard, P., Bideaux, P., Richard, S., Marmigère, F., & Thireau, J. (2022) · Scientific Reports · doi:10.1038/s41598-022-24616-5 · Cited by 12 · cited 1× · see citing works
“It has also been implicated in autism-associated neurodevelopmental and peripheral phenotypes (Roussel et al., 2022).”
The distribution of neurotransmitters in the brain circuitry: Mesolimbic pathway and addiction
Ebrahimi, M. N., Banazadeh, M., Alitaneh, Z., suha, A. J., Esmaeili, A., Hasannejad-Asl, B., Siahposht-Khachaki, A., Hassanshahi, A., & Bagheri‐Mohammadi, S. (2024) · Physiology & Behavior · doi:10.1016/j.physbeh.2024.114639 · Cited by 12 · cited 1× · see citing works
“The addiction pathway reflects the functional organization of the mesolimbic and mesocortical circuits, which link midbrain dopaminergic nuclei with the nucleus accumbens and prefrontal cortex and involve interactions between glutamatergic and GABAergic systems (Ebrahimi et al., 2024).”
Williams, R. M., Taylor, G., Ling, I. T. C., Candido-Ferreira, I., Fountain, D. M., Mayes, S., Ateş-Kalkan, P. S., Haug, J. O., Price, A. J., McKinney, S. A., et al. (2024) · PLOS Biology · doi:10.1371/journal.pbio.3002786 · Cited by 12 · cited 1× · see citing works
“Dysfunction of these genes can lead to systemic disruptions in developmental programming and plasticity regulation (Ogino and Dou, 2024; Williams et al., 2024).”
Ezan, J., Moreau, M. M., Mamo, T. M., Shimbo, M., Decroo, M., Richter, M., Peyroutou, R., Rachel, R. A., Tissir, F., de Anda, F. C., et al. (2021) · Scientific Reports · doi:10.1038/s41598-021-88147-1 · Cited by 11 · cited 1× · see citing works
“…and transcriptional programs contributes to areal specification, cortical lamination, and long-range connectivity, and their disruption may provide a developmental substrate for the distributed cognitive and emotional abnormalities observed in some syndromic forms of ASD (Ezan et al., 2021).”
Spectrum of NMDA receptor variants in neurodevelopmental disorders and epilepsy
Gjerulfsen, C. E., Krey, I., Klöckner, C., Rubboli, G., Lemke, J. R., & Møller, R. S. (2024) · Methods in Molecular Biology · doi:10.1007/978-1-0716-3830-9_1 · Cited by 11 · see citing works
Riva, M., Ferreira, S., Hayashi, K., Saillour, Y., Medvedeva, V. P., Honda, T., Hayashi, K., Altersitz, C., Albadri, S., Rosello, M., et al. (2024) · Journal of Clinical Investigation · doi:10.1172/jci153097 · Cited by 11 · cited 1× · see citing works
“RELN encodes the secreted protein Reelin, which guides neuronal migration and cortical lamination, and thereby influences the assembly of cortical macro-and microcircuitry (Di Donato et al., 2022; Riva et al., 2024).”
Janz, P., Bainier, M., Marashli, S., Gross, S., & Redondo, R. L. (2025) · Neuropharmacology · doi:10.1016/j.neuropharm.2024.110182 · Cited by 11 · see citing works
Age-dependent regulation of axoglial interactions and behavior by oligodendrocyte AnkyrinG
Ding, X., Wu, Y., Vainshtein, A., Rodriguez, V., Ricco, E., Okoh, J. T., Liu, Y., Kraushaar, D. C., Peles, E., & Rasband, M. N. (2024) · Nature Communications · doi:10.1038/s41467-024-55209-7 · Cited by 10 · cited 1× · see citing works
“These molecules anchor voltage-gated sodium channels and cell adhesion molecules to specific membrane domains (e.g., axon initial segment, nodes of Ranvier), regulating neuronal polarity, electrophysiological domain function, and action potential threshold (Ding et al., 2024; Nelson et al., 2024).”
Bhamidimarri, P. M., Alhosani, K., Cai, H., Al-Ali, H., Abukhaled, Y. M., Tawamie, H., Abdelaziz, S., Fawaz, M., Kashir, J., Sajjad, Y., et al. (2026) · Neurobiology of Disease · doi:10.1016/j.nbd.2025.107227 · Cited by 10 · cited 1× · see citing works
“Thus, impaired hippocampal network stability and coordination may underlie shared cognitive and social deficits in ASD (Bhamidimarri et al., 2026).”
Wilkerson, J. R., Ifrim, M. F., Valdez‐Sinon, A. N., Hahn, P. A., Bowles, J. E., Molinaro, G., Janusz, A., Bassell, G. J., & Huber, K. M. (2023) · Neurobiology of Disease · doi:10.1016/j.nbd.2023.106136 · Cited by 9 · see citing works
Manville, R. W., Block, S. D., Illeck, C. L., et al. (2024) · Frontiers in Cellular Neuroscience · doi:10.3389/fncel.2024.1438101 · Cited by 9 · cited 1× · see citing works
“1 potassium channel (Manville et al., 2024).”
Yang, J., Ma, G., Du, X., Xie, J., Wang, M., Wang, W., Guo, B., & Wu, S. (2024) · Neuroscience Bulletin · doi:10.1007/s12264-024-01330-y · Cited by 9 · see citing works
Deciphering <i>SCN2A</i> : A comprehensive review of rodent models of <i>Scn2a</i> dysfunction
Scott, K. E. J., Hermosillo Arrieta, M. F., & Williams, A. J. (2025) · Epilepsia · doi:10.1111/epi.18615 · Cited by 9 · cited 1× · see citing works
“Both gain-of-function and loss-of-function (LoF) variants in SCN2A are associated with ASD, indicating that either excessive or insufficient excitability can perturb circuit development and function (Scott et al., 2025).”
Li, D., Liu, C., Huang, Z., Li, H., Xu, Q., Zhou, B., Hu, C., Zhang, Y., Wang, Y., Nie, J., et al. (2021) · Frontiers in Neuroscience · doi:10.3389/fnins.2021.751364 · Cited by 8 · cited 1× · see citing works
“Recent neuro-imaging evidence suggests that SHANK3 deficiency produces distinct patterns of cortical surface morphology disruption compared to non-SHANK3 ASD (Li et al., 2021).”
Self-citationStress-mediated dysregulation of the Rap1 small GTPase impairs hippocampal structure and function
Bjornson, K. J., Vanderplow, A. M., Yang, Y., Anderson, D. R., Kermath, B. A., & Cahill, M. E. (2023) · iScience · doi:10.1016/j.isci.2023.107566 · Cited by 8 · cited 1× · see citing works
“…playing a crucial role in regulating essential neurodevelopmental processes and mediating synaptic activity through localized changes in receptor trafficking (Bahar et al., 2023; Bjornson et al., 2023), cytoskeletal organization (Rothenberg et al., 2023), and synaptic plasticity (Kim et al., 2024).”
Keith, R. E., Shen, Y., Janzen-Meza, J. A., Abramovitz, J., Antonello, P. C., Hameed, A., Mohana Krishnan, B., & Antoine, M. W. (2025) · Science Advances · doi:10.1126/sciadv.adt0780 · Cited by 8 · cited 1× · see citing works
“Recent studies of ASD mouse models point to a shared disturbance at the level of hippocampal circuits, which may provide a mechanistic convergence for diverse genetic risks (Keith et al., 2025).”
AMPA receptors in the evolving synapse: structure, function, and disease implications
Francis, F., Chettri, D., & Nair, D. K. (2025) · Frontiers in Synaptic Neuroscience · doi:10.3389/fnsyn.2025.1661342 · Cited by 8 · see citing works
Barone, A., Vellucci, L., Nasti, A., Mazza, B., Iannotta, F., Iasevoli, F., & de Bartolomeis, A. (2026) · Biomolecules · doi:10.3390/biom16020324 · Cited by 8 · see citing works
Chromatin modifiers in neurodevelopment
Rezazadeh, S., Ji, H., & Giulivi, C. (2025) · Frontiers in Molecular Neuroscience · doi:10.3389/fnmol.2025.1551107 · Cited by 7 · cited 1× · see citing works
“Emerging evidence underscores the critical role of chromatin modifiers in orchestrating neurodevelopmental programs, with dysregulation linked to ASD pathogenesis (Rezazadeh et al., 2025).”
Decoding SCN2A Variants: Bridging Genetics and Phenotypes in Autism Spectrum Disorder
DiStefano, N., Cooper, J. N., Elisha, D. H., Zalta, M., Mittal, J., Cohen, D., Monterrubio, A., Hossain, R., Sangadi, A., Mittal, R., et al. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14113790 · Cited by 7 · see citing works
Oksanen, M., Mastropasqua, F., Mazan-Mamczarz, K., Martindale, J. L., Ye, X., Arora, A., Banskota, N., Gorospe, M., & Tammimies, K. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag107 · Cited by 7 · cited 1× · see citing works
“Variations in these genes can trigger large-scale transcriptional network rearrangements, resulting in multisystem developmental abnormalities and brain structural alterations (Oksanen et al., 2026).”
Lintas, C., Facchiano, A. M., Azzarà, A., Cassano, I., Tabolacci, C., Galasso, C., & Gurrieri, F. (2023) · Genes · doi:10.3390/genes14071353 · Cited by 6 · cited 2× · see citing works
“CAMK2A encodes the calcium/calmodulin-dependent protein kinase II alpha subtype, which plays important roles in synaptic plasticity, learning, and memory and has been implicated in neurodevelopmental disorders with intellectual disability and autism-related features (Lintas et al., 2023).”
Presynaptic structural and functional plasticity are coupled by convergent Rap1 signaling
Kim, Y. D., Park, H. G., Song, S., Kim, J., Lee, B. J., Broadie, K. S., & Lee, S. (2024) · The Journal of Cell Biology · doi:10.1083/jcb.202309095 · Cited by 6 · cited 1× · see citing works
“…playing a crucial role in regulating essential neurodevelopmental processes and mediating synaptic activity through localized changes in receptor trafficking (Bahar et al., 2023; Bjornson et al., 2023), cytoskeletal organization (Rothenberg et al., 2023), and synaptic plasticity (Kim et al., 2024).”
Perera-Murcia, G. R., Prior-González, M., Gutiérrez-Vera, B., López-Huerta, V. G., Cecilia, G.-M., Contreras-López, R., Tenorio-Hernández, L., & Cortés, Y. R. (2026) · Journal of Neuroscience · doi:10.1523/jneurosci.0791-25.2025 · Cited by 6 · see citing works
Expanding the genotype and phenotype of SETD5-related neurodevelopmental syndrome
Ahsan, N., Desai, A., Siddiqui, O., & Powers, K. (2023) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2022.10.001 · Cited by 5 · cited 1× · see citing works
“Genes such as SETD5 , KMT2A , CREBBP , EP300 , CHD7 , SIN3A , and ZMYND8 significantly influence the spatiotemporal expression of neurodevelopmental and synapse-related genes (Dias et al., 2022; Ahsan et al., 2023).”
Database-assisted screening of autism spectrum disorder related gene set
Kereszturi, É. (2024) · Molecular Brain · doi:10.1186/s13041-024-01127-0 · Cited by 5 · cited 1× · see citing works
“Non-syndromic ASD is characterized by the absence of consistent syndromic diagnoses or systemic anomalies (Kereszturi, 2024).”
López-García, S., López-Merino, E., Fernández‐Rodrigo, A., Zamorano-González, P., Gutiérrez-Eisman, S., Jiménez-Sánchez, R., & Esteban, J. A. (2024) · Cellular and Molecular Life Sciences · doi:10.1007/s00018-024-05394-x · Cited by 5 · see citing works
Different Ras isoforms regulate synaptic plasticity in opposite directions
López-Merino, E., Fernández‐Rodrigo, A., Jiang, J. G., Gutiérrez-Eisman, S., de Sevilla, D. F., Fernández‐Medarde, A., Santos, E., Guerra, C. E., Barbacid, M., Esteban, J. A., et al. (2025) · The EMBO Journal · doi:10.1038/s44318-025-00390-8 · Cited by 5 · see citing works
Gupta, P. K., Feuermann, Y., & Kaphzan, H. (2025) · Neurobiology of Disease · doi:10.1016/j.nbd.2025.106912 · Cited by 5 · cited 1× · see citing works
“UBE3A encodes an E3 ubiquitin ligase predominantly expressed from the maternal allele in neurons and serves as the core pathogenic gene of Angelman syndrome (Gupta et al., 2025).”
Belenska-Todorova, L., Zamfirov, M., Todorov, T., Atemin, S., Sleptsova, M., Pavlova, Z., Kadiyska, T., Maver, A., Peterlin, B., & Todorova, A. (2025) · Cells · doi:10.3390/cells14120915 · Cited by 5 · see citing works
Shah, N., Kasture, A. S., Kovalchuk, V., Bjeletic, L., Hummel, T., Sitte, H. H., & Sučić, S. (2025) · Frontiers in Pharmacology · doi:10.3389/fphar.2025.1674737 · Cited by 5 · cited 1× · see citing works
“STXBP1 is essential for presynaptic vesicle release (Long et al., 2025), SLC6A1 encodes the GABA transporter (Shah et al., 2025), and KCNB1 encodes the Kv2.”
Implications of Cell Adhesion Molecules in Autism Spectrum Disorder Pathogenesis
Sindi, I. A. (2022) · Journal of Microscopy and Ultrastructure · doi:10.4103/jmau.jmau_15_22 · Cited by 4 · cited 1× · see citing works
“Disruption of these pathways in non-syndromic ASD primarily manifests as subtle but functionally relevant alterations in connectivity patterns, excitatory transmission, and network stability, rather than major structural abnormalities (Sindi, 2023).”
Palma-Milla, C., Prat-Planas, A., Soengas-Gonda, E., Centeno-Pla, M., Sánchez-Pozo, J., Lazaro-Rodriguez, I., Quesada-Espinosa, J. F., Arteche-Lopez, A., Olival, J., Pacio-Miguez, M., et al. (2024) · Pediatric Neurology · doi:10.1016/j.pediatrneurol.2024.03.008 · Cited by 4 · see citing works
Wang, J., Sarkar, A., García, N., Zhang, L., Calizo, A., Lisok, A., Campos, K., He, F., Punjaala, N., Marple, T. C., et al. (2025) · Molecular Medicine · doi:10.1186/s10020-025-01353-9 · Cited by 4 · see citing works
Detecting MUNC18-1 related presynaptic dysfunction and rescue in human iPSC-derived neurons
Long, M., Gallo, N. B., Zoll, J., Unnikrishnan, S., Guilmette, E. R., Gianni, D., Wu, S., & Hinckley, C. A. (2025) · Scientific Reports · doi:10.1038/s41598-025-11059-x · Cited by 4 · cited 1× · see citing works
“STXBP1 is essential for presynaptic vesicle release (Long et al., 2025), SLC6A1 encodes the GABA transporter (Shah et al., 2025), and KCNB1 encodes the Kv2.”
D’Incal, C. P., Cappuyns, E., Paldi, F., van der Lei, M. B., Annear, D. J., Alastruey, C. M., Sokolova, D., Elinck, E., Man, K. D., Konings, A., et al. (2026) · EBioMedicine · doi:10.1016/j.ebiom.2026.106309 · Cited by 4 · cited 1× · see citing works
“…Frontiers in Neuroscience 04 frontiersin.org MEF2C , BCL11A , and RAI1 have been implicated in neurodevel-opmental and behavioral regulation (Comajuan et al., 2026; Rosoff et al., 2026), while ADNP functions in transcriptional and chromatin regulation (D'Incal et al., 2026).”
Winarni, T. I., Aishworiya, R., Culpepper, H., Zafarullah, M., Mendoza, G., Wilaisakditipakorn, T. J., Likhitweerawong, N., Law, J., Hagerman, R., & Tassone, F. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26072840 · Cited by 3 · see citing works
Wang, X., Wang, L., Bu, Q., Xiao, Y., Zhao, Y., Jiang, L., Dai, Y., Li, H., Liu, H., Chen, Y., et al. (2025) · Journal of Neuroscience · doi:10.1523/jneurosci.1867-24.2025 · Cited by 3 · see citing works
Nakamura, K., Kubo, A., Sanaka, S., Kamiya, S., Itagaki, K., & Sasaki, T. (2026) · Biology · doi:10.3390/biology15070550 · Cited by 3 · cited 1× · see citing works
“While synaptic dysfunction underlies the core ASD phenotype, SHANK3 may also influence broader aspects of early brain and systemic development, with the magnitude and timing of its disruption potentially exerting wide-spread developmental effects (Nakamura et al., 2026).”
Varella-Branco, E., Shephard, E., Toledo, V. H. C., Ramos, I. C., Lacerda, E. C. M., Carvalho, L. L. M., Fiuza, M. A., Paschalidis, M., Costa, C. I. S., Girardi, A. C. S., et al. (2026) · Molecular Psychiatry · doi:10.1038/s41380-025-03433-y · Cited by 2 · cited 1× · see citing works
“…and broad developmental impairments, whereas specific missense variants may produce more restricted or clinically variable synaptic phenotypes (Varella-Branco et al., 2026 The pathway-level distinctions between non-syndromic and syndromic ASD reveal a dimensional hierarchy of biological…”
Roles of synaptic cell adhesion molecules in the neuromodulatory systems
Li, J., Kawasawa, Y. I., Uchigashima, M., & Futai, K. (2026) · Molecules and Cells · doi:10.1016/j.mocell.2026.100340 · Cited by 2 · see citing works
Pagano, J., Perez Arevalo, A., Nosanova, A., Bauer, H. F., Loth, E., Andres, S., Becker, F., Otto, M., Stefanoni, A., Verpelli, C., et al. (2026) · Translational Psychiatry · doi:10.1038/s41398-026-03932-8 · Cited by 2 · see citing works
Zhao, H., Wang, P., Jiao, Y., et al. (2026) · Journal of Clinical Investigation · doi:10.1172/jci199043 · Cited by 2 · cited 1× · see citing works
“The regulatory systems underlying developmental growth and positive regulation of growth coordinate the size, shape, and proportional development of the body and craniofacial structures across both embryonic and postnatal stages (Zhao et al., 2026).”
Genetic architecture of craniofacial morphogenesis: roles of PAX3, PAX7, and PAX9
Wang, K., Li, N., Liu, W., et al. (2026) · Frontiers in Cell and Developmental Biology · doi:10.3389/fcell.2026.1786426 · Cited by 2 · see citing works
Early Human Postnatal Brain Development Through the Lens of Rare Genetic Disorders
Morrow, E. M. (2021) · Biological Psychiatry · doi:10.1016/j.biopsych.2021.07.001 · Cited by 1 · cited 1× · see citing works
“…et al., 2023), NF1 and BRAF regulate Ras/mitogen-activated protein kinase (MAPK) signaling as Ras-GAP and MAPK cascade kinases, respectively (Wang J. et al., 2025), while DYRK1A impacts brain volume and cortical structure by influencing the cell cycle and neuronal differentiation (Morrow, 2021).”
Lau, J. C. Y., Guilfoyle, J., Crawford, S., Johnson, G., Landau, E., Xing, J., Kumareswaran, M., Ethridge, S., Butler, M., Goldman, L., et al. (2025) · International Journal of Molecular Sciences · doi:10.3390/ijms26062481 · Cited by 1 · cited 1× · see citing works
“At the same time, premutation carriers, who have intermediate repeat lengths, typically do not meet criteria for classic fragile X syndrome, yet they show increased rates of non-syndromic ASD (Lau et al., 2025).”
Metabolic regulation of synaptic plasticity in anorexia nervosa
Lagerlöf, O., Lu, Q., Bhattacharjee, M., Arora, R., Han, L., Pan, J., Galizia, S., Asellus, P., & Ekbäck, E. (2026) · Frontiers in Synaptic Neuroscience · doi:10.3389/fnsyn.2026.1830809 · Cited by 1 · cited 1× · see citing works
“…in gene expression and protein turnover collectively modulate the capacity of synapses to undergo experience-dependent strengthening or weakening and may influence systems-level mechanisms that support adaptive behavior in ASD (Payeur et al., 2021; Luciana and Collins, 2022; Lagerlof et al., 2026).”
Parker, D., Imes, S., Ruban, G., et al. (2026) · Biological Psychiatry · doi:10.1016/j.biopsych.2026.03.880 · Cited by 1 · cited 1× · see citing works
“…to altered excitatory-inhibitory balance, atypical cortical lamination, and changes in network composition in ASD, although the direction and magnitude of these effects are likely to vary according to the affected gene, cell type, brain region, and developmental stage (Parker et al., 2026).”
Rosoff, D., Wesseling, G., Lear, B. C., et al. (2026) · SLEEP · doi:10.1093/sleep/zsag091.0335 · Cited by 1 · cited 1× · see citing works
“…Frontiers in Neuroscience 04 frontiersin.org MEF2C , BCL11A , and RAI1 have been implicated in neurodevel-opmental and behavioral regulation (Comajuan et al., 2026; Rosoff et al., 2026), while ADNP functions in transcriptional and chromatin regulation (D'Incal et al., 2026).”
Rudhra, O., & Singh, S. K. (2026) · Computers in Biology and Medicine · doi:10.1016/j.compbiomed.2026.111822 · Cited by 1 · cited 1× · see citing works
“…originated as an operational clinical classification rather than a strict biological dichotomy, accumulating molecular evidence suggests that these clinically defined subgroups may exhibit partially distinct patterns of genetic liability and molecular perturbation (Rudhra and Singh, 2026).”
Comajuan, M., Plancoulaine, S., Demily, C., Babinet, M.-N., Lioret, J., Brunel, L., Rivet, L., Schroder, C. M., Guyon, A., & Franco, P. (2026) · Children · doi:10.3390/children13080987 · Cited by 1 · see citing works
Flagged first, then by citations
- Authors
- Qing, Z., Yin, Z., Chen, B., Rao, Z., Yin, D., Li, D., Lu, Y., Shi, M., Li, S., Xu, Y., Cheng, K., An, W., Yuan, C., & Dai, Q.
- Affiliations
- Huazhong University of Science and Technology (CN)
- Guangdong Medical College (CN)
- Corresponding author
- Dai, Qiong
- ORCID
- Chen, Bin
- Venue
- Frontiers in Neuroscience
- Publisher
- Frontiers Media SA
- Published
- 2026-09-25
- Volume
- 20
- Pages
- 1964684-1964684
- ISSN
- 1662-453X (ISSN-L)
- PMC
- PMC13650558
- OpenAlex
- W7214370686
- Semantic Scholar
- 25b849a2d6ba83923fb6be453e67a34861a7e23a
- Cited by
- 0
- References
- 131
- FWCI
- 0.00
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Neuroscience (publishedVersion, cc-by)
- PubMed (publishedVersion)
- PubMed Central (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Autism Spectrum Disorder Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Neurodevelopmental Disorders
- Health Sciences › Medicine › Psychiatry and Mental health › Child Nutrition and Feeding Issues
- Keywords
- autism spectrum disorder, syndromic autism, non-syndromic autism, genotype-phenotype correlation, synaptic development, chromatin remodeling, epigenetic regulation, neural circuit dysfunction, brain development, biomarker discovery, patient stratification
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-27.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-27.
Cited sources are checked by gpt-6-sol.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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