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Turns any BLAST hit accession, gene name, or raw protein sequence into a
UniProt accession so downstream analyses (UniProt lookup, InterPro domains,
AlphaFold, secondary structure, Ramachandran) work for essentially every
query, regardless of which database the BLAST hit came from.
Resolution strategies, cheapest first:
1. Already a UniProt accession (Swiss-Prot / TrEMBL) -> use directly.
2. ``xref:<id>`` search on UniProtKB REST API (synchronous, ~1s). Matches
cross-references to RefSeq, GenBank, EMBL, PDB, Ensembl, CCDS, etc.
3. Reviewed full-text search on the BLAST hit description.
4. EBI NCBI BLAST of the raw query sequence against UniProtKB (Swiss-Prot,
falling back to Swiss-Prot+TrEMBL). The top hit's accession *is* the
UniProt accession. Works for any sequence with no known identifier.
5. UniProt ID-mapping queue (asynchronous, slow β only as a last resort)
with correct ``/idmapping/status`` polling.
"""
from __future__ import annotations
import asyncio
import logging
import re
import httpx
logger = logging.getLogger(__name__)
UNIPROT_BASE = "https://rest.uniprot.org"
UNIPROT_SEARCH = f"{UNIPROT_BASE}/uniprotkb/search"
IDMAPPING_RUN = f"{UNIPROT_BASE}/idmapping/run"
IDMAPPING_STATUS = f"{UNIPROT_BASE}/idmapping/status/{{job_id}}"
IDMAPPING_RESULTS = f"{UNIPROT_BASE}/idmapping/uniprotkb/results/{{job_id}}"
# Swiss-Prot: [OPQ]xxxxxxx OR TrEMBL: A0Axxxxxxxx
UNIPROT_RE = re.compile(r"^([OPQ][0-9][A-Z0-9]{3}[0-9]|A0A[A-Z0-9]{5,}[0-9])$")
def is_uniprot_accession(acc: str | None) -> bool:
acc = (acc or "").strip().upper()
return bool(UNIPROT_RE.match(acc))
def extract_organism(description: str | None) -> str:
"""Pull the trailing ``[Homo sapiens]`` organism from an NCBI description."""
m = re.search(r"\[([^\[\]]+)\]$", (description or "").strip())
return m.group(1).strip() if m else ""
def extract_gene_hint(description: str | None) -> str:
"""Best-effort gene-symbol extraction from an NCBI protein description.
NCBI descriptions have no single reliable format (``recName: ...;
short=TP63``, ``gene=TP63``, ``tumor protein p63 isoform 1``), so this is
only ever used as a hint for the name search β never a hard dependency.
"""
desc = (description or "").strip()
if not desc:
return ""
# Drop the trailing [Organism] tag β "Mus musculus" etc. is not a gene.
desc = re.sub(r"\s*\[[^\[\]]*\]$", "", desc)
m = re.search(r"gene[=:]\s*([A-Za-z0-9_-]+)", desc, re.IGNORECASE)
if m:
return m.group(1)
m = re.search(r"\bshort[=:]\s*([A-Za-z0-9_-]{1,20})", desc)
if m:
return m.group(1)
# A bare token that looks like a gene symbol (2-6 alphanumerics, not an
# all-lowercase English word): gene names carry digits or mixed case
# (p63, TP53, Polr2a) while protein-name words are plain lowercase.
common_words = {
"protein", "tumor", "factor", "receptor", "growth", "chain",
"isoform", "subunit", "kinase", "family", "member", "domain",
"precursor", "hypothetical", "predicted", "similar", "partial",
"fragment", "transcription", "homolog", "homologue", "recombination",
}
for word in re.split(r"[\s,;:()\[\]|/-]+", desc):
w = word.strip()
if not w or w.lower() in common_words:
continue
if re.fullmatch(r"[A-Za-z][A-Za-z0-9]{1,5}", w) and (w != w.lower() or any(c.isdigit() for c in w)):
return w
return ""
def _clean_fasta(seq: str) -> str:
seq = (seq or "")
# Drop a FASTA/header line if present (e.g. ">sp|P04637|TP53_HUMAN ...").
if seq.lstrip().startswith(">"):
seq = re.sub(r"^[^\n]*\n", "", seq)
return "".join(c for c in seq if c.isalpha()).upper()
_NT_CHARS = set("ACGTUN")
def _looks_nucleotide(seq: str) -> bool:
"""True when the sequence alphabet is ACGT(U)N-only (i.e. DNA/RNA)."""
seq = (seq or "").upper().replace("-", "").replace(".", "")
return bool(seq) and set(seq).issubset(_NT_CHARS) and any(c in "ACGTU" for c in seq)
async def _get_json(client: httpx.AsyncClient, url: str, params: dict | None = None) -> dict | None:
try:
resp = await client.get(url, params=params)
if resp.status_code == 200:
return resp.json()
except Exception as exc:
logger.debug("GET %s failed: %s", url, exc)
return None
def _pick_best(result_rows: list[dict]) -> str | None:
"""Prefer a reviewed (Swiss-Prot) hit, else the first hit."""
if not result_rows:
return None
for row in result_rows:
# "UniProtKB reviewed (Swiss-Prot)" vs "UniProtKB unreviewed (TrEMBL)"
if (row.get("entryType") or "").startswith("UniProtKB reviewed"):
acc = row.get("primaryAccession", "")
if acc:
return acc
acc = result_rows[0].get("primaryAccession", "")
return acc or None
async def search_uniprot(
query: str,
*,
size: int = 3,
reviewed: bool = False,
client: httpx.AsyncClient | None = None,
) -> list[dict]:
params: dict = {"query": query, "format": "json", "size": size}
if reviewed:
params["query"] = f"({query}) AND reviewed:true"
async def _fetch(c: httpx.AsyncClient) -> dict | None:
return await _get_json(c, UNIPROT_SEARCH, params)
if client is not None:
data = await _fetch(client)
else:
async with httpx.AsyncClient(timeout=15) as c:
data = await _fetch(c)
if not data:
return []
return data.get("results") or []
async def resolve_by_xref(accession: str, client: httpx.AsyncClient | None = None) -> str | None:
"""Map any cross-referenced ID (RefSeq, GenBank, PDB, Ensembl, ...) to UniProt."""
acc = (accession or "").strip().upper()
if not acc:
return None
# Drop a PDB chain suffix ("4X0Z:A" -> "4X0Z"); xref search only indexes
# the parent entry.
if ":" in acc:
head = acc.split(":", 1)[0]
if head:
acc = head
if is_uniprot_accession(acc):
return acc
try:
rows = await search_uniprot(f"xref:{acc}", size=5, reviewed=True, client=client)
mapped = _pick_best(rows)
if mapped:
return mapped
rows = await search_uniprot(f"xref:{acc}", size=5, client=client)
return _pick_best(rows)
except Exception as exc:
logger.debug("xref resolution failed for %s: %s", acc, exc)
return None
async def resolve_by_name(
description: str,
*,
organism: str | None = None,
client: httpx.AsyncClient | None = None,
) -> str | None:
"""Reviewed full-text search on a protein description / gene hint."""
if not description or not description.strip():
return None
text = description.strip()
# Drop the trailing [organism] β it is not part of the protein name and
# breaks the full-text search with an unmatched bracket.
text = re.sub(r"\s*\[[^\[\]]*\]$", "", text)
text = text.split(";")[0].split(" OS=")[0].strip()[:120]
# Neutralize query-breaking characters that some NCBI/EBI descriptions
# carry (quotes, backslashes, unbalanced brackets) so arbitrary hit text
# can never produce an invalid UniProt search query.
text = re.sub(r'["\\{}\[\]()]', " ", text)
text = re.sub(r"\s+", " ", text).strip()
if len(text) < 4:
return None
try:
# NOTE: unquoted full-text search matches UniProt protein names far
# better than an exact quoted phrase (isoform suffixes, synonyms...).
if organism:
rows = await search_uniprot(
f"{text} AND organism_name:\"{organism}\" AND reviewed:true",
size=5,
client=client,
)
else:
rows = await search_uniprot(f"{text} AND reviewed:true", size=5, client=client)
if rows:
mapped = _pick_best(rows)
if mapped:
return mapped
# Retry without the reviewed filter (fragments / unreviewed orthologs)
if organism:
rows = await search_uniprot(f"{text} AND organism_name:\"{organism}\"", size=5, client=client)
else:
rows = await search_uniprot(text, size=5, client=client)
if rows:
mapped = _pick_best(rows)
if mapped:
return mapped
# Last resort: search by gene symbol when the name text is ambiguous.
gene_hint = extract_gene_hint(description)
if gene_hint and gene_hint.lower() not in text.lower():
if organism:
rows = await search_uniprot(
f"gene:{gene_hint} AND organism_name:\"{organism}\" AND reviewed:true",
size=5,
client=client,
)
else:
rows = await search_uniprot(f"gene:{gene_hint} AND reviewed:true", size=5, client=client)
return _pick_best(rows)
return None
except Exception as exc:
logger.debug("name resolution failed for %r: %s", description[:80], exc)
return None
async def resolve_by_sequence(sequence: str) -> str | None:
"""Run EBI BLAST of the query sequence against UniProtKB.
The top hit's accession is a UniProt accession, so this resolves any
sequence even when no identifier or gene name is known. Hits are gated
by e-value so low-complexity regions (which BLAST matches spuriously)
don't produce a garbage accession. Bounded to ~4 min worst case.
"""
seq = _clean_fasta(sequence)
if len(seq) < 15:
return None
# Protein BLAST can't take a nucleotide query β and a nucleotide sequence
# has no UniProt protein identity anyway. Bail out so we never submit a
# nonsense blastp job.
if _looks_nucleotide(seq):
logger.debug("sequence fallback skipped: nucleotide query")
return None
try:
from app.tools.blast import BlastTool
tool = BlastTool()
for database in ("uniprotkb_swissprot", "uniprotkb"):
# Bound each fallback search; the pipeline already ran BLAST once,
# so this only needs to be fast enough to confirm identity.
tool.MAX_POLL_TIME = 120
try:
result = await tool.run_uncached({
"sequence": seq,
"program": "blastp",
"database": database,
"max_hits": 5,
})
except Exception as exc:
logger.debug("EBI BLAST (%s) failed: %s", database, exc)
continue
if result.get("error") or not result.get("hits"):
logger.debug("EBI BLAST (%s) returned no hits", database)
continue
best: str | None = None
for hit in result["hits"]:
acc = (hit.get("accession") or "").strip().upper()
if not acc:
continue
try:
evalue = float(hit.get("evalue", 1e10))
except (TypeError, ValueError):
evalue = 1e10
if evalue > 1e-5:
continue
if is_uniprot_accession(acc):
return acc
if best is None:
best = acc
if best:
return best
except Exception as exc:
logger.debug("sequence resolution failed: %s", exc)
return None
async def resolve_by_id_mapping(accession: str) -> str | None:
"""UniProt ID-mapping queue β slow; used only as a final fallback.
Cheap because the ``xref:<id>`` search already covers most of these
databases in ~1s; this only catches stragglers.
"""
acc = (accession or "").strip()
if not acc:
return None
sources = ["RefSeq_Protein", "Ensembl", "EMBL"]
try:
async with httpx.AsyncClient(timeout=20) as client:
for source in sources:
try:
submit = await client.post(
IDMAPPING_RUN,
data={"from": source, "to": "UniProtKB", "ids": acc},
)
if submit.status_code != 200:
continue
job_id = (submit.json() or {}).get("jobId", "")
if not job_id:
continue
for _ in range(20):
await asyncio.sleep(1)
st = await client.get(IDMAPPING_STATUS.format(job_id=job_id))
if st.status_code != 200:
break
job_status = (st.json() or {}).get("jobStatus")
if job_status == "ERROR":
break
if job_status != "FINISHED":
continue
res = await client.get(IDMAPPING_RESULTS.format(job_id=job_id))
if res.status_code == 200:
results = (res.json() or {}).get("results") or []
for entry in results:
mapped = (entry.get("to") or {}).get("primaryAccession", "")
if mapped:
return mapped
break
except Exception as exc:
logger.debug("ID mapping (%s) failed for %s: %s", source, acc, exc)
except Exception as exc:
logger.debug("ID mapping client error for %s: %s", acc, exc)
return None
# Confidence tiers per resolution method (techspec.md Β§1.1):
# tiers 1β3 (direct/xref/name) β identified β exact database identity
# tiers 4β5 (sequence/idmapping) β homolog β inferred via a similar sequence
_CONFIDENCE_BY_METHOD = {
"direct": "identified",
"xref": "identified",
"name": "identified",
"sequence": "homolog",
"idmapping": "homolog",
}
UNRESOLVED_RESULT = {
"accession": None,
"method": "de_novo",
"status": "unresolved",
"confidence": "de_novo",
}
def _resolved(accession: str, method: str) -> dict:
return {
"accession": accession,
"method": method,
"status": "resolved",
"confidence": _CONFIDENCE_BY_METHOD.get(method, "homolog"),
}
async def resolve_to_uniprot(
accession: str | None = None,
sequence: str | None = None,
description: str | None = None,
organism: str | None = None,
try_sequence: bool = True,
) -> dict:
"""Resolve any identifier/sequence to a UniProt accession.
Runs strategies cheapest-first; when all five exhaust, returns an
explicit unresolved result (tier 6, techspec.md Β§1) instead of None so
callers can route to the de novo characterization branch.
Returns ``{"accession": str|None, "method": str, "status":
"resolved"|"unresolved", "confidence": "identified"|"homolog"|"de_novo"}``.
Methods: direct / xref / name / sequence / idmapping / de_novo.
"""
acc = (accession or "").strip()
if is_uniprot_accession(acc):
return _resolved(acc.upper(), "direct")
async with httpx.AsyncClient(timeout=20) as client:
if acc:
mapped = await resolve_by_xref(acc, client=client)
if mapped:
return _resolved(mapped, "xref")
if description:
mapped = await resolve_by_name(description, organism=organism, client=client)
if mapped:
return _resolved(mapped, "name")
if try_sequence and sequence:
mapped = await resolve_by_sequence(sequence)
if mapped:
return _resolved(mapped, "sequence")
if acc:
mapped = await resolve_by_id_mapping(acc)
if mapped:
return _resolved(mapped, "idmapping")
return dict(UNRESOLVED_RESULT)
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