extract

mlmm extract carves an active-site pocket from a protein–ligand PDB to define the ML region (and the surrounding MM environment for downstream stages). Use it as the first step in an mlmm-toolkit workflow to turn a full protein–ligand complex into a smaller, computationally tractable model. It selects residues near the substrate, truncates the model according to backbone / side-chain rules, optionally caps severed bonds with link hydrogens, and accepts either a single structure or a multi-structure ensemble (details under Multi-structure ensembles). Pick a substrate-selection mode (residue IDs, a substrate PDB, or residue names) depending on what you have on hand — see Input syntax for the exact grammar.

If you run into misclassification (e.g. unusual residue / atom naming), see the appendix below on naming requirements and the internal reference lists.

Examples

Minimal run with an ID-based substrate and an explicit total ligand charge:

# Minimal (ID-based substrate) with explicit total ligand charge
mlmm extract -i complex.pdb -c A:123 -o pocket.pdb -l -3

Substrate supplied as a PDB, with a per-resname charge mapping:

# Substrate provided as a PDB; per-resname charge mapping (others remain 0)
mlmm extract -i complex.pdb -c substrate.pdb -o pocket.pdb -l "GPP:-3,MMT:-1"
# name-based selection includes all matches (WARNING logged): -c 'GPP,SAM'

Multi-structure ensemble collapsed into one multi-MODEL output, using hetero-hetero proximity:

# Multi-structure → single multi-MODEL output with hetero-hetero proximity
mlmm extract -i complex1.pdb complex2.pdb -c A:123 \
    -o pocket_multi.pdb --radius-het2het 2.6 -l -3 --verbose

Workflow

Residue inclusion

  • Always include the substrate residues from -c/--center.

  • Standard cutoff (--radius, default 2.6 Å): with --no-exclude-backbone (default), any atom within the cutoff qualifies a residue. With --exclude-backbone, amino-acid residues must contact the substrate with a non-backbone atom (not N / H* / CA / HA* / C / O / OXT). Non-amino acids always use any atom.

  • Independent hetero-hetero cutoff (--radius-het2het): adds residues when a substrate hetero atom (non C / H) lies within the specified Å of a protein hetero atom. With backbone exclusion enabled, the protein atom must be non-backbone.

  • Water handling: HOH / WAT / H2O / DOD / TIP / TIP3 / SOL are included by default (--include-h2o).

  • Forced inclusion: --selected-resn accepts residue IDs with chains / insertion codes (e.g. A:123A).

  • Neighbor safeguards:

    • When backbone exclusion is off and a residue contacts the substrate with a backbone atom, the peptide-adjacent N / C neighbors (C–N ≤ 1.9 Å) are auto-included; termini keep caps (N/H* or C/O/OXT).

    • Disulfide bonds (SG–SG ≤ 2.5 Å) bring both cysteines.

    • Non-terminal PRO residues always pull in the N-side amino acid; CA is preserved even when backbone atoms are removed, and under --exclude-backbone the neighbor’s C / O / OXT remain to maintain the peptide bond.

Truncation and capping

  • Isolated residues retain only side-chain atoms; amino-acid backbone atoms (N, CA, C, O, OXT plus N/CA hydrogens) are removed except for PRO / HYP safeguards.

  • Continuous peptide stretches keep internal backbone atoms; only terminal caps (N/H* or C/O/OXT) are removed. TER awareness prevents capping across chain breaks.

  • With --exclude-backbone, main-chain atoms on all non-substrate amino acids are stripped (subject to PRO / HYP safeguards and PRO neighbor retention).

  • Non-amino-acid residues never lose atoms named like backbone (N / CA / HA / H / H1 / H2 / H3).

Charge summary (--ligand-charge)

Amino acids and common ions draw charges from internal dictionaries; waters are zero. Unknown residues default to 0 unless --ligand-charge supplies either a total charge (distributed across unknown substrate residues, or all unknowns when no unknown substrate) or a per-resname mapping like GPP:-3,SAM:1. Summaries (protein / ligand / ion / total) are logged for the first input when verbose mode is enabled.

Multi-structure ensembles

extract accepts multiple input PDBs (identical atom ordering is validated at the head and tail of each file). Each structure is processed independently and the union of selected residues is applied to every model so outputs stay consistent.

Output policy

Layout

No -o, multiple inputs

per-file pocket_<original_basename>.pdb

One -o path

single multi-MODEL PDB

N outputs matching N inputs

N individual PDBs

Diagnostics echo raw vs. kept atom counts per model along with residue IDs.

Outputs

<output>.pdb        # Pocket PDB(s) with optional link hydrogens after a TER record.
                    # See the "Multi-structure ensembles" output-policy table above
                    # for the -o / multi-input naming rules.
                    # Output directories are not created automatically; ensure they exist.

Programmatic use (extract_api) returns {"outputs": [...], "counts": [...], "charge_summary": {...}} (the verbose-mode charge summary is described under Workflow > Charge summary).

CLI options

Command form:

mlmm extract -i COMPLEX.pdb [COMPLEX2.pdb ...]
    -c SUBSTRATE_SPEC
    [-o POCKET.pdb [POCKET2.pdb ...]]
    [--radius Å] [--radius-het2het Å]
    [--include-h2o / --no-include-h2o]
    [--exclude-backbone / --no-exclude-backbone]
    [--add-linkh / --no-add-linkh]
    [--selected-resn LIST]
    [-l, --ligand-charge MAP_OR_NUMBER]
    [-v LEVEL]

The full flag list is in the generated command reference; the table below covers the options that need explanation.

Option

Description

Default

-i, --input PATH...

One or more protein–ligand PDB files (identical atom ordering required).

Required

-c, --center SPEC

Substrate specification (PDB path, residue IDs, or residue names).

Required

-o, --output PATH...

Pocket PDB output(s). One path ⇒ multi-MODEL; N paths ⇒ per input.

Auto (pocket.pdb or pocket_<input>.pdb)

-r, --radius FLOAT

Atom-atom distance cutoff (Å) for inclusion.

2.6

--radius-het2het FLOAT

Independent hetero-hetero cutoff (Å, non C / H).

0.0

--include-h2o / --no-include-h2o

Include HOH / WAT / H2O / DOD / TIP / TIP3 / SOL waters.

True

--exclude-backbone / --no-exclude-backbone

Remove backbone atoms on non-substrate amino acids (PRO / HYP safeguards).

False

--add-linkh / --no-add-linkh

Add carbon-only link hydrogens at 1.09 Å along severed bonds (distance-based). Not needed for an mlmm --model-pdb (the ML/MM calculator caps the boundary from the --parm topology); use for standalone pocket models only.

False

--selected-resn TEXT

Force-include residues (IDs with optional chains / insertion codes).

""

--modified-residue TEXT

Comma-separated residue names (with optional charge) to treat as amino acids for backbone truncation and charge assignment (e.g. HD1,HD2,HD3 or HD1:0,SEP:-2). Useful for modified amino acids with non-standard names.

""

-l, --ligand-charge TEXT

Total charge or per-resname mapping (e.g. GPP:-3,SAM:1).

None

Input syntax

Substrate specification (-c/--center):

  • PDB path: coordinates must match the first input exactly (tolerance 1e-3 Å); residue IDs propagate to other structures.

  • Residue IDs: '123,124', 'A:123,B:456', '123A', 'A:123A' (insertion codes supported).

  • Residue names: comma-separated, case-insensitive. If multiple residues share a name, all matches are included and a warning is logged.

Tip

If the extracted pocket is too small, calculated energies and barriers may be unreliable — increasing the extraction radius (e.g. -r 4.0 or higher) improves accuracy by including more of the protein environment.

Notes

Systems with non-standard residues (MCPB, etc.)

When metal-coordinating amino-acid parameters are generated by tools such as Amber’s MCPB.py (Metal Center Parameter Builder), the coordinating residues are assigned non-standard names (e.g. HD1, HE1, CM1, AP1). These are not in extract’s internal AMINO_ACIDS dictionary, so backbone truncation and link-hydrogen capping will not be applied correctly, and a warning is emitted:

[extract] WARNING: Residue HD1 83 may be an amino acid (has N, CA, C, O)
but is not recognized as a standard residue name.
Backbone truncation was not applied.
Consider preparing the pocket model manually.

Tip

Register these names with --modified-residue (e.g. --modified-residue HD1,HE1,CM1,AP1); append :charge to set an integer charge, e.g. --modified-residue HD1:0,SEP:-2 (charge defaults to 0). extract then treats them as amino acids and applies backbone truncation, link-hydrogen capping, and charge assignment automatically, and the warning above is suppressed.

Important

If --modified-residue cannot cover your case (e.g. unusual backbone topology), construct the pocket model manually:

  1. Select residues around the active site and determine truncation points.

  2. Add a link hydrogen on the parent atom (the atom that remains) of each severed covalent bond.

  3. Use residue name LKH (chain L) and atom name HL for the link hydrogen.

  4. Place it at 1.09 Å along the original bond direction.

Appendix: PDB naming requirements and reference lists

This appendix exists mainly for debugging cases where extract misclassifies residues due to non-standard residue or atom naming. If your inputs follow standard PDB conventions, you can usually skip it.

Important

For extract to work correctly, residue and atom names in the input PDB must conform to standard PDB naming conventions. The tool relies on internal dictionaries to recognize amino acids, ions, water molecules, and backbone atoms. Non-standard naming will cause residues to be misclassified or charges to be incorrectly assigned.

AMINO_ACIDS

A dictionary mapping residue names to their nominal integer charges. Membership determines whether a residue is treated as an amino acid for backbone handling, truncation, and charge calculation.

Standard 20 (charges reflect physiological pH):

  • Neutral: ALA, ASN, CYS, GLN, GLY, HIS, ILE, LEU, MET, PHE, PRO, SER, THR, TRP, TYR, VAL

  • Positive (+1): ARG, LYS

  • Negative (−1): ASP, GLU

Canonical extras: SEC (selenocysteine, 0), PYL (pyrrolysine, +1).

Protonation / tautomer variants (Amber / CHARMM): HIP (+1, fully protonated His), HID (0, Nδ-protonated His), HIE (0, Nε-protonated His), ASH (0, neutral Asp), GLH (0, neutral Glu), LYN (0, neutral Lys), ARN (0, neutral Arg), TYM (−1, deprotonated Tyr phenolate).

Phosphorylated: dianionic (−2) SEP, TPO, PTR; monoanionic (−1) S1P, T1P, Y1P; phospho-His (phosaa19SB) H1D (0), H2D (−1), H1E (0), H2E (−1).

Cysteine variants: CYX (0, disulfide), CSO (0, sulfenic acid), CSD (−1, sulfinic acid), CSX (0, generic), OCS (−1, cysteic acid), CYM (−1, deprotonated Cys).

Lysine variants / carboxylation: MLY (+1), LLP (+1), DLY (+1), KCX (−1, Nz-carboxylic acid).

D-amino acids (19): DAL, DAR, DSG, DAS, DCY, DGN, DGL, DHI, DIL, DLE, DLY, MED, DPN, DPR, DSN, DTH, DTR, DTY, DVA.

Other modified: CGU (−2, γ-carboxy-glutamate), CGA (−1), PCA (0, pyroglutamate), MSE (0, selenomethionine), OMT (0, methionine sulfone), HYP (0, hydroxyproline); also ASA, CIR, FOR, MVA, IIL, AIB, HTN, SAR, NMC, PFF, NFA, ALY, AZF, CNX, CYF.

N-terminal variants (N prefix): NALA (+1), NARG (+2), NASP (0), NGLU (0), NLYS (+2), … plus ACE (0), NTER (+1, generic). C-terminal variants (C prefix): CALA (−1), CARG (0), CASP (−2), CGLU (−2), CLYS (0), … plus NHE (0), NME (0), CTER (−1, generic).

BACKBONE_ATOMS

Atom names treated as backbone for amino acids; under --exclude-backbone these are removed from non-substrate residues:

N, C, O, CA, OXT, H, H1, H2, H3, HN, HA, HA2, HA3

ION

Recognized ion residue names with formal charges:

Charge

Residue names

+1

LI, NA, K, RB, CS, TL, AG, CU1, K+, NA+, NH4, H3O+, HE+, HZ+

+2

MG, CA, SR, BA, MN, FE2, CO, NI, CU, ZN, CD, HG, PB, BE, PD, PT, SN, RA, YB2, V2+

+3

FE, AU3, AL, GA, IN, CE, CR, DY, EU, EU3, ER, GD3, LA, LU, ND, PR, SM, TB, TM, Y, PU

+4

U4+, TH, HF, ZR

−1

F, CL, BR, I, CL-, IOD

WATER_RES

Recognized water residue names (included by default with --include-h2o, assigned zero charge):

HOH, WAT, H2O, DOD, TIP, TIP3, SOL

See Also