Variance of Gene Expression Identifies Altered Network Constraints in Neurological Disease
2011

Gene Expression Variance and Neurological Diseases

Sample size: 33 publication Evidence: high

Author Information

Author(s): Mar Jessica C., Matigian Nicholas A., Mackay-Sim Alan, Mellick George D., Sue Carolyn M., Silburn Peter A., McGrath John J., Quackenbush John, Wells Christine A.

Primary Institution: Harvard School of Public Health

Hypothesis

The degree of variation in the expression of genes associated with a particular cellular network is indicative of the plasticity of that network.

Conclusion

The study found that expression variance in core networks differs significantly between patients with Schizophrenia and Parkinson's disease, suggesting that both extremes of variability may be implicated in disease processes.

Supporting Evidence

  • Genes with low-expression variance are more connected in signaling networks.
  • Schizophrenia patients showed significantly reduced expression variability.
  • Parkinson's disease patients exhibited increased expression variance.

Takeaway

This study shows that how much genes change in their activity can help us understand diseases like Schizophrenia and Parkinson's. Too little or too much change can be bad for health.

Methodology

The study analyzed gene expression variance in neural stem cells derived from patients with Schizophrenia, Parkinson's disease, and healthy controls using genome-wide transcriptional profiling.

Potential Biases

Potential biases may arise from the selection of patient groups and the inherent variability in gene expression data.

Limitations

The study primarily focused on male donors, which may limit the generalizability of the findings.

Participant Demographics

The study included male patients with Schizophrenia (n=9), Parkinson's disease (n=13), and healthy controls (n=11).

Statistical Information

P-Value

p<2.2×10−16 for SZ vs Control, p<0.001 for PD vs Control

Statistical Significance

p<0.05

Digital Object Identifier (DOI)

10.1371/journal.pgen.1002207

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