A Python toolkit for fetching and analyzing protein sequences.
Project description
ProteinPy
A Python toolkit for fetching and analyzing protein sequences.
Features
-
Sequence Retrieval
Retrieve protein sequences directly from the UniProt Knowledgebase via accession IDs. -
Biochemical Property Analysis
Calculate key biochemical properties such as:- Molecular weight
- Isoelectric point (pI)
- GRAVY (Grand Average of Hydropathicity)
- Aromaticity
- Aliphatic index
-
Sequence Manipulation
- Extract sub-sequences and generate sliding k-mers
- Perform amino acid mutations (single or batch)
- Identify sequence motifs using custom regular expressions
-
Data Export
Export sequences in FASTA format and analytical results in JSON or CSV. -
Visualization
Create amino acid composition and distribution plots using Matplotlib. -
Reporting
Generate clear, user-friendly summary reports for quick interpretation.
Installation
pip install proteinpy
Example Usage
from proteinpy import Protein
# Initialize a protein object with a UniProt accession
p = Protein("P69905") # Hemoglobin alpha subunit
# Fetch and print summary statistics
p.summary()
# Get amino acid counts and visualize them
p.aa_counts()
p.aa_distribution()
# Simulate a mutation at position 42
mutated_seq = p.mutate(42, "K")
# Find a motif using regex
positions = p.find_motif("N[^P][ST][^P]")
# Export as JSON or CSV
p.to_json()
p.to_csv("P69905.csv")
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