Evidence map›Paper›PMID 40500308›Full record

ArticleCommunications biology2025

Integrative analysis of 115 transcriptomic studies decodes the molecular landscape of neurodevelopmental disorders.

Jarno Koetsier, Lars M T Eijssen, Leon J Schurgers, Leopold M G Curfs, Chris P Reutelingsperger, Nasim Bahram Sangani

Abstract read
In one paragraph

Article in Communications biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
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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

6 authors.

Jarno KoetsierDepartment of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands. jarno.koetsier@maastrichtuniversity.nl.ORCID http://orcid.org/0000-0002-7981-1345
Lars M T EijssenDepartment of Psychiatry and Neuropsychology, School for Mental Health and Neuroscience (MHeNs), Maastricht University, Maastricht, The Netherlands.ORCID http://orcid.org/0000-0002-6473-2839
Leon J SchurgersDepartment of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands.ORCID http://orcid.org/0000-0001-7867-6957
Leopold M G CurfsGKC, Maastricht University Medical Centre, Maastricht, The Netherlands.
Chris P ReutelingspergerDepartment of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands.
Nasim Bahram SanganiDepartment of Biochemistry, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, Maastricht, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Due to the low disease prevalence, transcriptomic studies of neurodevelopmental disorders (NDDs) often face limited statistical power, constraining the depth of insights they can provide. To tackle this limitation, we integrated 151 human RNA sequencing datasets from 115 independent studies, and characterized the common and distinct molecular pathways of NDDs and their neurological phenotypes. In addition to revealing an aberrant expression profile of imprinted genes, our analysis identified transcriptomic changes in inflammatory, translational, mitochondrial, and synaptic processes across the different NDDs. We further highlight disorder-associated alterations, including upregulation of ITGB4 across Rett syndrome datasets. Moreover, gene expression changes in LHX1/5-mediated cerebellar Purkinje cell layer formation were found to be specific to seizure-associated NDDs. We combined the datasets into a publicly accessible NDD transcriptomic atlas: https://SyNUM.shinyapps.io/NDD-transcriptomic-atlas/ . Together, our findings provide fundamental insights into the molecular pathophysiology of NDDs and highlight genes and pathways with aberrant transcriptomic profiles. This knowledge can guide future therapeutic development and precision medicine approaches.

Indexed as

Gene Expression ProfilingNeurodevelopmental DisordersTranscriptomeHumans

Identifiers

PMID40500308
PMCPMC12159135

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