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Related Experiment Video

Updated: Feb 6, 2026

An Allele-specific Gene Expression Assay to Test the Functional Basis of Genetic Associations
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A powerful conditional gene-based association approach implicated functionally important genes for schizophrenia.

Miaoxin Li1,2,3,4,5, Lin Jiang1,2, Timothy Shin Heng Mak2

  • 1Zhongshan School of Medicine, First Affiliated Hospital, Center for Genome Research, Center for Precision Medicine, Sun Yat-sen University, Guangzhou, China.

Bioinformatics (Oxford, England)
|August 14, 2018
PubMed
Summary
This summary is machine-generated.

Identifying schizophrenia susceptibility genes is challenging. A new conditional gene-based association test effectively isolates directly associated genes, suggesting common variants impact post-natal brain expression and co-expression patterns.

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Area of Science:

  • Genetics
  • Neuroscience
  • Computational Biology

Background:

  • Genome-wide association studies (GWAS) face challenges in identifying true susceptibility genes for complex diseases.
  • Distinguishing genuine disease-associated genes from indirectly linked ones and functionally validating them remains difficult.

Purpose of the Study:

  • To develop a novel conditional gene-based association test to isolate independently associated genes using only summary statistics.
  • To systematically validate the pathogenic potential of identified genes through in-silico expression and co-expression analyses.

Main Methods:

  • Proposed a conditional gene-based association test utilizing summary statistics.
  • Applied the test to identify independent association genes for schizophrenia.
  • Conducted in-silico validation using gene expression and co-expression data from human brain tissues.

Main Results:

  • Identified 185 genes independently associated with schizophrenia.
  • Genes showed enrichment of co-expression in normal post-natal brain regions but not in schizophrenia patients.
  • Independently associated genes exhibited more significant differential expression in brain tissues compared to controls.

Conclusions:

  • The conditional gene-based association test effectively isolates directly associated genes from indirectly associated ones.
  • Findings suggest common variants contribute to schizophrenia by disrupting post-natal brain expression and co-expression patterns.