Evidence map›Paper›PMID 42589554›Full record

ArticleInternational journal of molecular sciences2026

Genetic Heterogeneity in Autism Spectrum Disorder: Diagnostic Yield, Recurrent Genes, and Rare Variant-Phenotype Associations from Whole-Exome Sequencing.

Zainab Gaouzi, Giulia Spoto, Francesca Polito, Rihab Festali, Irene Gasparo, Laura Licitri, Anna Maria Mirabello, Silvia Romano, Vincenzo Macaione, Nouzha Dini and 6 more

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

16 authors.

Zainab GaouziMohammed VI University of Sciences and Health (UM6SS), Casablanca 82403, Morocco.ORCID 0009-0008-9167-5228
Giulia SpotoUnit of Child Neurology and Psychiatry, Department BIOMORF, University Hospital of Messina, 98125 Messina, Italy.ORCID 0009-0003-6714-6952
Francesca PolitoDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.ORCID 0000-0003-4594-2651
Rihab FestaliMohammed VI University of Sciences and Health (UM6SS), Casablanca 82403, Morocco.
Irene GasparoDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.
Laura LicitriDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.
Anna Maria MirabelloDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.
Silvia RomanoDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.
Vincenzo MacaioneDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.
Nouzha DiniMohammed VI University of Sciences and Health (UM6SS), Casablanca 82403, Morocco.
Elmostafa El FahimeMohammed VI University of Sciences and Health (UM6SS), Casablanca 82403, Morocco.ORCID 0000-0001-7812-0641
Saber BoutayebMohammed VI University of Sciences and Health (UM6SS), Casablanca 82403, Morocco.
Yamna KriouileFaculty of Medicine and Pharmacy, Rabat University of Mohammed V Rabat, Rabat 11000, Morocco.
Idrissa DiawaraMohammed VI University of Sciences and Health (UM6SS), Casablanca 82403, Morocco.ORCID 0000-0003-4122-2294
Gabriella di RosaUnit of Child Neurology and Psychiatry, Department BIOMORF, University Hospital of Messina, 98125 Messina, Italy.
Mhammed AguennouzDepartment of Clinical and Experimental Medicine, University of Messina, 98122 Messina, Italy.

Funding

Ministry of Health CCR-2017-9999901
6 · The paper itself

Abstract

Autism spectrum disorder (ASD) is genetically heterogeneous, involving rare and common variants that disrupt neurodevelopmental pathways. To explore this complexity, we performed whole-exome sequencing in children with ASD. Clinical phenotypes were systematically recorded, and severity was classified according to DSM-5 criteria. Variants were interpreted using ACMG guidelines, with recurrence analysis to identify genes shared across individuals and cohort enrichment testing against gnomAD. To examine genotype-phenotype relationships, we applied SKAT/SKAT-O across 16 phenotypes after covariate adjustment. Among 25 included individuals, pathogenic or likely pathogenic variants were found in 9, yielding a diagnostic yield of 36%. These involved genes linked to neurodevelopmental, epileptic, metabolic, and syndromic disorders. Recurrence analysis identified 586 genes present in at least two individuals, with PABPC1, GTF2I, PCLO, PKD1, and EP400 being the most frequent. SKAT/SKAT-O revealed the strongest burden associations for motor delay, aggressive behavior, mutism, anxiety, unresponsiveness to spoken voice, digestive disorder, and sleep disturbances, with limited overlap across phenotypes. Several recurrent genes also showed phenotype-specific associations. Overall, this integrative WES study provides clinically actionable diagnoses, highlights recurrent genes, and uncovers phenotype-specific signals, supporting convergent pathways with gene-level heterogeneity.

Indexed as

Autism Spectrum DisorderExome SequencingGenetic HeterogeneityChildChild, PreschoolFemaleGenetic Association StudiesGenetic Predisposition to DiseaseGenetic VariationHumansMalePhenotypeautismexomegeneticsneurodevelopmentphenotypevariants

Identifiers

PMID42589554
PMCPMC13467236

What Socratic holds

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Registered trials

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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 Socratic graph.