mutagenize

Introduce point mutations into every sequence in a pool. Exactly one of num_mutations or mutation_rate must be supplied. Pass region to restrict mutagenesis to a named tagged segment; use allowed_chars to limit which substitutions are permitted.

import poolparty as pp
pp.init()

Parameters

Parameter	Type	Default	Description
`pool`	`Pool \| str`	(required)	The Pool to mutagenize. Can also be a plain sequence string.
`num_mutations`	`int \| None`	`None`	Fixed number of point mutations per draw. Mutually exclusive with `mutation_rate`.
`mutation_rate`	`float \| None`	`None`	Per-base probability of mutation. Each base is mutated independently with this probability. Mutually exclusive with `num_mutations`.
`region`	`str \| None`	`None`	Name of a tagged region to restrict mutations to. Flanks are unchanged.
`allowed_chars`	`str \| None`	`None`	IUPAC string of the same length as the sequence specifying the allowed bases at each position. Only positions with more than one allowed base are mutable.
`style`	`str \| None`	`None`	Named display style applied to mutated bases.
`prefix`	`str \| None`	`None`	Prefix for auto-generated sequence names.
`mode`	`str`	`'random'`	`'sequential'` enumerates all single-substitution variants in order; `'random'` samples each draw independently.
`num_states`	`int \| None`	`None`	Fix the total number of output states.
`iter_order`	`int \| None`	`None`	Dimension-name ordering for downstream multi-pool iteration.

Note

Only the most commonly used parameters are shown above. For the full parameter list, see mutagenize() in the API Reference.

Examples

Single random mutation (num_mutations=1)

Each draw returns one sequence with a single substitution at a randomly chosen position.

wt      = pp.from_seq("ATCGATCG")
mutants = wt.mutagenize(num_mutations=1, mode="random", style="red")
mutants.print_library()

mutants: seq_length=8, num_states=1 ATCGGTCG

Multiple independent mutants with `num_states`

Pass num_states to draw multiple independent single-mutant sequences in one generate_library call.

wt      = pp.from_seq("ATCGATCG")
mutants = wt.mutagenize(num_mutations=1, num_states=5, mode="random", style="red")
mutants.print_library()

mutants: seq_length=8, num_states=5 ATCGTTCG
ATCGATCT
ATCGCTCG
ATCGAACG
ATCGATGG

Per-base mutation rate (mutation_rate=0.1)

mutation_rate applies an independent per-position probability; the number of substitutions per draw follows a Binomial distribution and may be zero.

wt      = pp.from_seq("ATCGATCG")
mutants = wt.mutagenize(mutation_rate=0.1, mode="random", style="red")
mutants.print_library()

mutants: seq_length=8, num_states=1 ACCGATCG

Mutate only within a named region

region confines all mutations to the tagged segment; flanks are returned unchanged. With mode='sequential', every single-base variant within the region is enumerated.

wt      = pp.from_seq("AAAA<cre>ATCGATCG</cre>TTTT")
mutants = wt.mutagenize(num_mutations=1, region="cre", mode="sequential",
                        style="red")
mutants.print_library()

mutants: seq_length=16, num_states=24 AAAA<cre>CTCGATCG</cre>TTTT
AAAA<cre>GTCGATCG</cre>TTTT
AAAA<cre>TTCGATCG</cre>TTTT
AAAA<cre>AACGATCG</cre>TTTT
AAAA<cre>ACCGATCG</cre>TTTT ... (24 total)

Restrict substitutions with `allowed_chars`

allowed_chars="SSSSSSSS" (S = {G,C}) restricts mutations to G↔C swaps at every position; no A or T substitutions are made. mode='sequential' enumerates every allowed swap.

wt      = pp.from_seq("GCGCGCGC")
mutants = wt.mutagenize(num_mutations=1, allowed_chars="SSSSSSSS",
                        mode="sequential", style="red")
mutants.print_library()

mutants: seq_length=8, num_states=8 CCGCGCGC
GGGCGCGC
GCCCGCGC
GCGGGCGC
GCGCCCGC
GCGCGGGC
GCGCGCCC
GCGCGCGG

Sequential enumeration (mode=”sequential”)

mode='sequential' with num_mutations=1 enumerates every single-point variant in deterministic order, covering all positions and non-wild-type bases.

wt      = pp.from_seq("ACGT")
mutants = wt.mutagenize(num_mutations=1, mode="sequential", style="red")
mutants.print_library()

mutants: seq_length=4, num_states=12 CCGT
GCGT
TCGT
AAGT
AGGT ... (12 total)

See mutagenize().