← Back to all signals
RESEARCH PAPER ANALYSIS

Genetic analysis and reporting from whole-exome sequencing data in 1052 patients with intellectual disability.

AI interpretation is pending for this paper.

Open original publication →
PMID41764152
JournalJournal of molecular medicine (Berlin, Germany)
Publication Date2026-03-01
Ingested2026-08-02 12:06 AM
EXECUTIVE SUMMARY

What the AI sees

Not AI summarized yet.

WHY IT MATTERS

Research significance

Pending deeper interpretation.

ABSTRACT

Source abstract

Intellectual disability (ID) is a genetically heterogeneous neurodevelopmental disorder, with etiological diagnosis remaining challenging due to clinical phenotypes and genetic diversity. To investigate the diagnostic value of whole exome sequencing (WES) combined with copy number variation (CNV) analysis in unexplained ID through a large cohort analysis, and to analyze the genetic etiology of intellectual disability. Performed WES on 1052 individuals with unexplained ID, analyzing single nucleotide variants (SNVs), small insertions/deletions (InDels), and CNVs. Variants were classified as pathogenic or likely pathogenic based on clinical guidelines. Four hundred eighty-five pathogenic or likely pathogenic variants that could explain the clinical indication were identified in 458 individuals, with an overall diagnostic rate of 43.54% (458/1052). Three hundred thirty-three SNVs were detected, distributed in 178 genes, of which 222 cases were novel. Inheritance pattern analysis showed that autosomal dominant inheritance was the most prevalent (242/333, 72.67%), followed by recessive inheritance (41/333, 12.31%) and sex-linked inheritance (50/333, 15.02%), which aligns with the established role of new dominant variants in developmental disorders. By CNV analysis, we further identified 152 structural variant events with sizes ranging from 103.54 bp to 67.34 Mbp. WES with CNV analysis significantly improves molecular diagnosis in ID, particularly in cases of unclear etiology. This integrated approach elucidates diverse variantal mechanisms and enhances genotype-phenotype correlations, supporting clinical management and genetic counseling. WES combined with CNV analysis provides a powerful and economical approach for ID diagnosis. This study offers valuable insights for precision diagnosis and genetic counseling in Chinese ID populations. KEY MESSAGES: 1. Whole-Exome Sequencing (WES) Significantly Enhances Diagnostic Yield in Intellectual Disability (ID) 2. WES analysis of 1052 Chinese ID patients achieved a diagnostic yield of 43.54%, surpassing chromosomal microarray analysis (CMA, 15-20%) and aligning with prior WES studies in neurodevelopmental disorders (NDDs). By integrating detection of single nucleotide variants (SNVs), insertions/deletions (Indels), and exon-level copy number variations (CNVs), WES overcomes limitations of traditional methods, particularly for patients with complex phenotypes or genetic heterogeneity. 3. SNVs Dominate the Genetic Etiology of ID 4. SNVs accounted for 68.7% (333/485) of pathogenic or likely pathogenic variants, reinforcing their critical role in ID pathogenesis. 5. CNV Analysis from WES Data Improves Diagnostic Efficiency 6. A total of 152 pathogenic or likely pathogenic CNVs (31.3% of all variants) were identified, including 150 patients diagnosed solely through CNV analysis, increasing the overall diagnostic yield by 14.3%. Advanced algorithms (e.g., XHMM, HMZDelFinder) enabled precise detection of small CNVs (down to single-exon deletions/duplications), positioning WES as a cost-effective clinical screening tool. 7. High-Frequency Mutated Genes Highlight Molecular Pathogenesis 8. Top five mutated genes (DUOX2, SCN2A, SHANK3, KDM5C, DDX3X) are strongly linked to neurodevelopmental dysfunction: • SCN2A (voltage-gated sodium channel) associates with epilepsy and autism spectrum disorder (ASD); • SHANK3 (synaptic scaffolding protein) is mutated in ~2% of ASD patients with comorbid ID; • KDM5C is a common X-linked ID gene. 9. Incidental Findings: Clinical and Ethical Implications 10. 4.09% (12/1052) harbored actionable incidental variants unrelated to ID (e.g., hereditary cancer or metabolic disorders). Balancing clinical actionability with psychological burden requires standardized reporting frameworks to maximize patient benefit while minimizing harm.

SUPPORTING PAPER SET

32 more papers to review

Ranked by current scoring engine
1 Predisposing, Precipitating, Perpetuating, and Protective Factors Associated With Distress in the Siblings of Children With Cancer: A Systematic Review. Journal of pediatric hematology/oncology nursing 71.4 2 Germline POT1 variants are associated with long telomeres and an unexpected broad spectrum of malignancies. Genetics in medicine open 57.0 3 Risk Factors for Pouch Neoplasia in Patients With Inflammatory Bowel Disease: A Case-Control Study. Gastro hep advances 69.0 4 Neuroblastoma Metastasis to the Mandible in Children: A Case Report and Focused Narrative Review of Reported Cases. Children (Basel, Switzerland) 57.5 5 Proteomic Profiling of Bone Marrow Aspirates from Patients with Methotrexate- and Vincristine-Resistant B-Cell Acute Lymphoblastic Leukemia: A Retrospective Analysis. Pharmaceuticals (Basel, Switzerland) 71.7 6 A Tale of Two Cohorts: Comparing HPV Vaccination Barriers and Facilitators Among HIV-Negative and HIV-Positive Women in Tennessee. International journal of environmental research and public health 60.0 7 A Sanguinarine Analogue Targeting ROS Signaling Exhibits Anti-Tumour Effects by Inducing Apoptosis and Ferroptosis in Osteosarcoma. Antioxidants (Basel, Switzerland) 74.7 8 Prepubertal Screening for Testicular Adrenal Rest Tumors in Boys with Classic Congenital Adrenal Hyperplasia: Emerging Evidence and Practical Implications. Children (Basel, Switzerland) 57.0 9 Pharmacogenetic Predictors of Chemotherapy Treatment-Related Toxicities in Paediatric and Adolescent Acute Lymphoblastic Leukemia: A Systematic Review, Meta-Analysis and Literature-Based Candidate Prioritization. Pharmaceuticals (Basel, Switzerland) 85.98 10 [Opsoclonus Myoclonus Ataxia: Diagnostic pathway and immunosuppressive treatment in opsoclonus-myoclonus]. Medicina 68.04 11 [Sturge-Weber syndrome: comparative analysis between clinical manifestations and neuro-radiological findings]. Medicina 57.6 12 Image-Based Assessment of Anti-TNF Treatment Outcomes in Pediatric CRMO/CNO: A Single-Center Case Series. Children (Basel, Switzerland) 61.84 13 Understanding HPV Vaccine Uptake Among American Indian and Alaska Native College Students: A Scoping Review. International journal of environmental research and public health 58.7 14 Genetic Susceptibility to Anthracycline-Induced Cardiotoxicity in Australian Pediatric Cancer Patients: A Case-Control Study. JACC. Advances 54.62 15 Infection-Related Adverse Events of Tisagenlecleucel in Pediatric Relapsed/Refractory B-Cell Acute Lymphoblastic Leukemia: A FAERS Pharmacovigilance Study. Children (Basel, Switzerland) 72.16 16 Catalase Defines Radiotherapy Resistance and a Therapeutic Vulnerability in Rhabdomyosarcoma. International journal of molecular sciences 64.88 17 Multidisciplinary Management of Pediatric Craniopharyngioma: From Diagnosis to Long-Term Outcomes. Biomedicines 67.4 18 Idiopathic Syringomyelia: A Systematic Scoping Review. Journal of clinical medicine 73.5 19 Beyond Oligodendroglioma: An Integrated Diagnostic Approach to CNS Tumors with Oligodendroglioma-like Morphology, with a Focus on Morphological Pitfalls, Immunoprofiles, and Molecular Signatures. International journal of molecular sciences 56.0 20 Diagnostic Intervals in Children, Adolescents and Young Adults with Primary Bone Sarcoma: A Systematic Review. Cancers 79.6 21 Next-Generation Sequencing Refines Diagnosis and Expands Precision Medicine Opportunities in Soft Tissue Sarcomas. International journal of molecular sciences 68.64 22 Closing the evidence gap: why childhood cancer research must include fathers. Public health reviews 28.5 23 Prognostic implications of CD123 in pediatric B-cell acute lymphoblastic leukemia: a single-center retrospective analysis. Frontiers in pediatrics 79.8 24 Revisiting the hematological manifestations of vitamin B12 deficiency. Frontiers in nutrition 59.9 25 Efficacy and Safety of Adjusting Antimicrobial Therapy in Episodes of Fever and Neutropenia Catalogued as Fever of Unknown Origin in Children with Cancer: A Randomized Clinical Trial. Antibiotics (Basel, Switzerland) 76.64 26 Health Economic Assessment of PM2.5 Originating from Residential Wood Combustion-A Case Study in Northern Sweden. International journal of environmental research and public health 47.7 27 Nanotechnology in Pediatric Neurology: Applications and Innovations. Pharmaceutics 77.9 28 Disparities in Area Socioeconomic Development and Pediatric Cancer Survival in Romania-A National Pediatric Registry Study on Multiple Geographic Levels. Cancers 71.62 29 Pediatric B-Cell Acute Lymphoblastic Leukemia: Comprehensive Genomic Characterization Including SNP-Array and Analysis of Relapse Risk. Cancers 64.92 30 Precision Medicine in Dermatology: MEK Inhibition and MAPK Pathway Modulation for Congenital Melanocytic Nevi. Biomedicines 70.44 31 Pancreatoblastoma: A Descriptive and Comparative Analysis with Pancreatic Ductal Adenocarcinoma Using SEER Data. Cancers 63.1 32 Cytokines in First-Episode Psychosis: Implications for Pathophysiology: A Narrative Literature Review. Brain sciences 57.0
PATIENT-FRIENDLY SUMMARY

Genetic analysis and reporting from whole-exome sequencing data in 1052 patients with intellectual disability.

For education only—not personal medical advice.

Pediatric cancer research intelligence graphic
PEDIATRIC CANCER VISUAL SYSTEM

Open the Research Intelligence Map

Explore the active pediatric oncology analysis view.

Expand Intelligence View →
Full Pediatric cancer research intelligence graphic