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make AlignedSequence abstraction
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Donaim committed Sep 21, 2023
1 parent aba8d2c commit d30c6cb
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Showing 2 changed files with 93 additions and 14 deletions.
36 changes: 22 additions & 14 deletions intact/intact.py
Original file line number Diff line number Diff line change
Expand Up @@ -6,7 +6,7 @@
from dataclasses import dataclass
from collections import Counter
import Bio
from Bio import AlignIO, Seq, SeqIO, SeqRecord
from Bio import Seq, SeqIO, SeqRecord
from scipy.stats import fisher_exact

import util.constants as const
Expand All @@ -15,6 +15,7 @@
import util.log as log
import util.coordinates as coords
import util.detailed_aligner as detailed_aligner
from util.aligned_sequence import AlignedSequence, ReferenceIndex
from util.blastrow import BlastRow


Expand Down Expand Up @@ -44,6 +45,7 @@ class IntactnessError:
error: str
message: str


@dataclass
class ExpectedORF:
name: str
Expand All @@ -54,18 +56,19 @@ class ExpectedORF:
aminoacids: str
protein: str


@staticmethod
def subtyped(reference, pos_mapping, name, start, end, deletion_tolerence):
def subtyped(aligned_sequence, name, start, end, deletion_tolerence):
vpr_defective_insertion_pos = 5772
start = start if start < vpr_defective_insertion_pos else start - 1
end = end if end < vpr_defective_insertion_pos else end - 1

start_s = pos_mapping[start - 1]
end_s = pos_mapping[end]
start_s = aligned_sequence.map_index(start - 1) # decrement is needed because original "start" is 1-based.
end_s = aligned_sequence.map_index(end)

nucleotides = str(reference.seq[start_s:end_s])
nucleotides = str(aligned_sequence.this.seq[start_s:end_s])
aminoacids = translate(nucleotides)
has_start_codon = translate(reference.seq[(start - 1):end]).startswith("M")
has_start_codon = translate(aligned_sequence.this.seq[(start - 1):end]).startswith("M")
protein = get_biggest_protein(has_start_codon, aminoacids)

return ExpectedORF(name=name,
Expand All @@ -77,6 +80,7 @@ def subtyped(reference, pos_mapping, name, start, end, deletion_tolerence):
protein=protein,
)


@dataclass
class CandidateORF:
name: str
Expand All @@ -89,6 +93,7 @@ class CandidateORF:
protein: str
aminoacids: str


@dataclass
class FoundORF:
name: str
Expand All @@ -102,6 +107,7 @@ class FoundORF:
aminoacids: str
nucleotides: str


@dataclass
class HolisticInfo:
qlen: int = dataclasses.field(default=None)
Expand Down Expand Up @@ -837,21 +843,23 @@ def intact( working_dir,
reference_name = sorted(subtype_choices.keys())[0]

reference = subtype_choices[reference_name]
hxb2_alignment = wrappers.mafft([hxb2_reference, reference])
pos_mapping = coords.map_positions(hxb2_alignment[0], hxb2_alignment[1])
aligned_subtype = AlignedSequence(this=reference, reference=hxb2_reference)

# hxb2_alignment = wrappers.mafft([hxb2_reference, reference])
# pos_mapping = coords.map_positions(hxb2_alignment[0], hxb2_alignment[1])

# convert ORF positions to appropriate subtype
forward_orfs, reverse_orfs, small_orfs = [
[
ExpectedORF.subtyped(reference, pos_mapping, n, s, e, delta) \
ExpectedORF.subtyped(aligned_subtype, n, s, e, delta) \
for (n, s, e, delta) in orfs
] \
for orfs in [hxb2_forward_orfs, hxb2_reverse_orfs, hxb2_small_orfs]
]

# convert PSI locus and RRE locus to appropriate subtype
psi_locus = [pos_mapping[x] for x in hxb2_psi_locus]
rre_locus = [pos_mapping[x] for x in hxb2_rre_locus]
psi_locus = [aligned_subtype.map_index(x) for x in hxb2_psi_locus]
rre_locus = [aligned_subtype.map_index(x) for x in hxb2_rre_locus]

sequence_errors = []
holistic = HolisticInfo()
Expand All @@ -865,7 +873,7 @@ def intact( working_dir,

holistic.orfs_start = min(forward_orfs, key=lambda e: e.start).start
holistic.orfs_end = max(forward_orfs, key=lambda e: e.end).end
clamp = lambda p: max(holistic.orfs_start, min(holistic.orfs_end, p))
clamp = lambda p: max(min(p, holistic.orfs_end), holistic.orfs_start)
aligned_reference_orfs_length = sum(abs(clamp(x.send + 1) - clamp(x.sstart)) for x in blast_rows)
blast_matched_orfs_slen = holistic.orfs_end - holistic.orfs_start
holistic.blast_sseq_orfs_coverage = aligned_reference_orfs_length / blast_matched_orfs_slen
Expand Down Expand Up @@ -936,8 +944,8 @@ def intact( working_dir,
if check_major_splice_donor_site:
mutated_splice_donor_site = has_mutated_major_splice_donor_site(
alignment,
pos_mapping[hxb2_msd_site_locus],
pos_mapping[hxb2_msd_site_locus + 1],
aligned_subtype.map_index(hxb2_msd_site_locus),
aligned_subtype.map_index(hxb2_msd_site_locus + 1),
const.DEFAULT_MSD_SEQUENCE)
if mutated_splice_donor_site is not None:
sequence_errors.append(mutated_splice_donor_site)
Expand Down
71 changes: 71 additions & 0 deletions util/aligned_sequence.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,71 @@
import dataclasses
from dataclasses import dataclass
from Bio import Seq, SeqRecord

import util.coordinates as coords
import util.wrappers as wrappers

@dataclass
class ReferenceIndex:
value: int


@dataclass
class AlignedSequence:
this: Seq
reference: Seq
alignment: (str, str) = dataclasses.field(default=None)
coordinates_mapping: list[int] = dataclasses.field(default=None)


def get_alignment(self):
if not self.alignment:
self.alignment = wrappers.mafft([self.reference, self.this])

return self.alignment


def aligned_reference(self):
return self.get_alignment()[0]


def aligned_this(self):
return self.get_alignment()[1]


def map_index(self, index):
if not self.coordinates_mapping:
self.coordinates_mapping = coords.map_positions(self.aligned_reference(), self.aligned_this())

if not isinstance(index, int):
raise TypeError(f"Expected integer as index", index)

return self.coordinates_mapping[index]


def index(self, index):
if isinstance(index, ReferenceIndex):
index = self.map_index(index)

return self.this[index]


def slice(self, first, last):
if isinstance(first, ReferenceIndex):
first = self.map_index(first)
if isinstance(last, ReferenceIndex):
last = self.map_index(last)

newthis = self.this[first:(last + 1)]
newreference = self.reference[self.map_index(first):(self.map_index(last) + 1)]
# TODO: calculate new "coordinates_mapping" and new "alignment" from these indexes.
return Sequence(this=newthis, reference=newreference)


def reverse(self):
newthis = SeqRecord.SeqRecord(Seq.reverse_complement(this.seq),
id = this.id + " [REVERSED]",
name = this.name
)

return Sequence(this=newthis, reference=self.reference)

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