Evidence map›Paper›PMID 41799890›Full record

ReviewFrontiers in neuroscience2026

From genes to networks: neurobiological bases of neurodiversity across common developmental disorders.

Shiqi Ding

Abstract readReview
In one paragraph

Review in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. A Developmental Neuroimmune Cascade Model of Autism Spectrum Disorder.International journal of molecular sciences · 2026
    Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Shiqi DingNUS High School of Math and Science, Singapore, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neurodiversity is a category for many NDDs, ranging from ASD to OCD. The Clinical Symptoms associated with NDDs may differ, but have many common features. Hence, there are many biological similarities between the various Neurodevelopmental Disorders. It has been assumed that one cause of these commonalities is due to shared Etiologies. This review provides information about Genes (Genetics), Proteins (Molecular), and Biology. Together, they provide evidence for common mechanisms (convergent) and Different mechanisms (divergent) across all Neurodevelopmental Disorders. These Types often share Polygenic Genes with Rare and Common Variants. The Shared Genes are commonly involved in the regulation of Synaptic Function, Chromatin Remodeling, and Immune Pathways. In addition, NDDs often have disrupted pathways associated with mTOR, Wnt/Beta-Catenin, and Immune Pathways. We also consider the Impact of Spatial and Temporal Gene Expression on NDD development across different stages (from Prenatal Development to Postnatal Development). We also discuss the impact of disruption during Prenatal and Postnatal Maturation of the Brain, including alterations in the processes of Neurogenesis, Synaptic Pruning, and Neural Circuit Integration. Based on these findings, we present a systems-based, multi-level approach to help understand the biological basis of neurodiversity, along with future research directions on Therapeutic Strategies across Diagnostic Groups, Developmentally Informed Interventions, and the Development of Inclusive Clinical and Societal Practices.

Indexed as

brain circuit maturationgenetic architectureneurodevelopmental disordersneuroplasticitysynaptic signaling pathways

Identifiers

PMID41799890
PMCPMC12960117

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.