We compare gene expression data between humans and dogs to identify genes with similar age-related expression patterns. We apply LOESS interpolation to the gene expression data to obtain smoothed expression values over normalized ages, allowing for more accurate comparisons. Pearson correlation coefficients are calculated to identify genes with similar age-related expression patterns between humans and dogs. Finally, genes with correlation values greater than 0.8 are filtered and sorted in descending order based on their correlation.
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