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Exploration Data Analysis.md

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Exploration Data Analysis

Cell Line Analysis:

  • Conducting Mann-Whitney analysis to find significant differences between ALT and Telomerase cell lines.
  • Performing hierarchical clustering using Spearman correlation.

Clinical Line Analysis:

  • Applying Mann-Whitney analysis to identify significant differences between ALT and Telomerase clinical samples.
  • Hierarchical clustering to visualize patterns.

Integration Analysis:

  • Exploring gene overlap between Clinical and Cell lines.
  • Hierarchical clustering for overlapped genes.
  • Integrating analysis with hMSC gene expression data.

Correlation Analysis:

  • Examining Spearman correlation among clinical, cell lines, hMSC, and normal samples.
  • Identifying potential correlations, especially involving ALT cells