Given a PDB structure, produce a per-residue annotation table: which residues sit at a binding interface (vs a partner chain), which line a ligand pocket, which are buried (core) vs solvent-exposed (surface), and optionally secondary structure. This is the structural track drawn under a DMS heatmap and the structural prior SAE feature drops are read against. Use when you need to anchor a variant-interpretation or DMS analysis to the protein's actual physical context.
72
87%
Does it follow best practices?
Run evals on this skill
Adds up to 20 points to the overall score
View guide
Low
Low-risk findings worth noting
For each residue of a target protein chain, classify whether it sits at a binding interface, in a ligand pocket, is buried vs solvent-exposed, and (optionally) which secondary-structure element it belongs to. This is the annotation track that anchors any DMS heatmap or per-residue interpretation to the protein's actual physical context.
Not for:
tooluniverse-computational-biophysics| Input | Format | Example |
|---|---|---|
| PDB ID | 4 characters | 6VJJ (KRAS-RAF1-GTP analogue) |
| Target chain | single character | A |
| Partner chain(s) | list of chain IDs | ["B"] |
| Ligand resnames | 3-letter PDB names | ["GNP", "MG"] |
Optional:
distance_cutoff (default 5.0 Å)core_rsa_cutoff (default 0.25)include_secondary_structure (default false; uses PDBe REST if true)pdb_content instead of pdb_id for local / predicted structuresIf you only have a UniProt accession or gene symbol, pick a structure first:
# PDBe's curated UniProt→PDB mapping (recommended; ranks by coverage + resolution)
PDBeSIFTS_get_best_structures(uniprot_accession="P01116")
# Returns a ranked list of PDB IDs for KRAS with chain mapping
# Or full list (unranked)
PDBeSIFTS_get_all_structures(uniprot_accession="P01116")
# RCSB advanced search (free-text, when you don't have a UniProt yet)
RCSBAdvSearch_search_structures(query="KRAS GTP complex")Pick the structure that contains the right complex: include the binding partner chain you care about, the relevant ligand, and a resolution adequate for distance-based classification (≤ 3 Å is a safe default).
Structure_annotate_per_residue(
pdb_id="6VJJ",
target_chain="A",
partner_chains=["B"],
ligand_resnames=["GNP", "MG"],
distance_cutoff=5.0,
core_rsa_cutoff=0.25,
include_secondary_structure=False,
)Returns annotations: List[{position, aa, dist_partner, dist_ligand, rsa, region, is_core, ss_element?}] for every residue of the target chain. For
KRAS in 6VJJ, this yields 168 rows.
PDB residue numbers carry silent offsets — crystal constructs add N-terminal cloning residues, and published figures sometimes shift the track relative to the panel sequence. Always verify with a landmark:
# Get the canonical reference sequence
UniProt_get_sequence_by_accession(accession="P01116")
# Then spot-check: KRAS canonical position 12 should be glycine
assert annotations[11]["aa"] == "G" # 1-indexed position 12, 0-indexed index 11If the landmark mismatches, record the offset explicitly (e.g. pdb_pos = uniprot_pos + offset) before any downstream join. Do not silently rebase
positions.
If you set include_secondary_structure=True, the tool fetches per-residue
helix/strand/coil from PDBe REST. Alternatively, use the dedicated PDBe
secondary-structure tool separately:
pdbe_get_entry_secondary_structure(pdb_id="6VJJ")
# Returns per-chain helix + strand rangesThe returned table is keyed by 1-based canonical residue number. Typical downstream uses:
| Use case | Field to read |
|---|---|
| Is variant X in a pocket? | by_pos = {a["position"]: a for a in annotations}; by_pos[X]["region"] in ("ligand", "both") — index by position field, NOT list index (PDB residue numbers may not start at 1 or be contiguous) |
| Build a DMS heatmap annotation track | [(r["position"], r["region"], r["is_core"], r.get("ss_element"))] |
| Filter SAE hotspot features to ligand-binding residues | filter clusters by region == "ligand" |
| Compare buried vs surface signal | group statistics by is_core |
| Region label | Biological meaning | Common functional role |
|---|---|---|
interface | Within distance_cutoff of a partner chain | Protein-protein binding residue; variants often disrupt complex formation |
ligand | Within distance_cutoff of a ligand heavy atom | Pocket residue; variants often disrupt substrate / cofactor / drug binding |
both | Both | Allosteric or shared-surface residue |
other | Neither | Surface (if not is_core) or core (if is_core) — variants impact through stability or distal effects |
is_core=true | RSA < core_rsa_cutoff (0.25 by default) | Buried residue; variants often destabilize the fold |
partner_chains=[] is permitted but then all dist_partner values
are null — interface analysis is skipped entirely.| Tool | Role | Use it for |
|---|---|---|
Structure_annotate_per_residue | This skill's atomic tool | The annotation itself |
PDBeSIFTS_get_best_structures | UniProt → ranked PDB list | Step 1 |
PDBeSIFTS_get_all_structures | UniProt → full PDB list | Step 1 |
RCSBAdvSearch_search_structures | Free-text RCSB search | Step 1 |
UniProt_get_sequence_by_accession | Canonical sequence | Step 3 (numbering verification) |
pdbe_get_entry_secondary_structure | SS alone | Step 4 alternative |
tooluniverse-residue-functional-mechanism-interpretation | Downstream consumer | Use this annotation as the structural evidence layer when interpreting DMS hotspots; the skill also plots an annotated DMS heatmap in its Step 7 |
089eb8e
Also appears in
since Jul 28, 2026
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.