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POCP X AAI #26

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shlomobl opened this issue Nov 27, 2024 · 1 comment
Open

POCP X AAI #26

shlomobl opened this issue Nov 27, 2024 · 1 comment

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@shlomobl
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Hi,

How does POCP compare to Average Amino acid Identity (AAI)?

Both calculation wise and interpretative/biologically speaking.

@hoelzer
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hoelzer commented Nov 27, 2024

Hey,

You might want to check the original POCP publication: https://journals.asm.org/doi/10.1128/jb.01688-14

Unfortunately, they mainly compare POCP to ANI and 16S rRNA gene identity (see also Supplement).

Regarding the calculation, the difference is:

AAI: Measures the average sequence similarity of all orthologous protein sequences shared between two genomes

  • Identify all orthologous protein-coding genes between two genomes
  • Computes the amino acid sequence identity for each ortholog pair (pairwise alignment)
  • Averages the identity values of all ortholog pairs

Interpretation: AAI (%) across shared genes

POCP: Estimates the percentage of conserved proteins between two genomes.

  • Identify all proteins in genome A that have homologs in genome B and vice versa
  • Calculate the fraction of proteins in one genome that have homologs in the other genome
  • Use specific thresholds (e.g., 40% identity and 50% coverage) to determine homology, thus not all proteins will make it into the comparison

Interpretation: Percentage of total proteins in each genome that are conserved

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