OST Actions¶

usage: ost compare-structures [-h] -m MODEL -r REFERENCE [-o OUTPUT]
                              [-mf {pdb,cif,mmcif}] [-rf {pdb,cif,mmcif}]
                              [-mb MODEL_BIOUNIT] [-rb REFERENCE_BIOUNIT]
                              [-rna] [-ec] [-d] [-ds DUMP_SUFFIX] [-ft]
                              [-c CHAIN_MAPPING [CHAIN_MAPPING ...]] [--lddt]
                              [--local-lddt] [--cad-score] [--local-cad-score]
                              [--cad-exec CAD_EXEC] [--qs-score]
                              [--rigid-scores] [--interface-scores]
                              [--patch-scores]

Evaluate model against reference

Example: ost compare-structures -m model.pdb -r reference.cif

Loads the structures and performs basic cleanup:

 * Assign elements according to the PDB Chemical Component Dictionary
 * Map nonstandard residues to their parent residues as defined by the PDB
   Chemical Component Dictionary, e.g. phospho-serine => serine
 * Remove hydrogens
 * Remove OXT atoms
 * Remove unknown atoms, i.e. atoms that are not expected according to the PDB
   Chemical Component Dictionary
 * Select for peptide/nucleotide residues

The cleaned structures are optionally dumped using -d/--dump-structures

Output is written in JSON format (default: out.json). In case of no additional
options, this is a dictionary with 8 keys:

 * "reference_chains": Chain names of reference
 * "model_chains": Chain names of model
 * "chem_groups": Groups of polypeptides/polynucleotides from reference that
   are considered chemically equivalent. You can derive stoichiometry from this.
   Contains only chains that are considered in chain mapping, i.e. pass a
   size threshold (defaults: 10 for peptides, 4 for nucleotides).
 * "chem_mapping": List of same length as "chem_groups". Assigns model chains to
   the respective chem group. Again, only contains chains that are considered
   in chain mapping.
 * "chain_mapping": A dictionary with reference chain names as keys and the
   mapped model chain names as values. Missing chains are either not mapped
   (but present in "chem_groups", "chem_mapping") or were not considered in
   chain mapping (short peptides etc.)
 * "aln": Pairwise sequence alignment for each pair of mapped chains in fasta
   format.
 * "inconsistent_residues": List of strings that represent name mismatches of
   aligned residues in form
   <trg_cname>.<trg_rname><trg_rnum>-<mdl_cname>.<mdl_rname><mdl_rnum>.
   Inconsistencies may lead to corrupt results but do not abort the program.
   Program abortion in these cases can be enforced with
   -ec/--enforce-consistency.
 * "status": SUCCESS if everything ran through. In case of failure, the only
   content of the JSON output will be "status" set to FAILURE and an
   additional key: "traceback".

The pairwise sequence alignments are computed with Needleman-Wunsch using
BLOSUM62 (NUC44 for nucleotides). Many benchmarking scenarios preprocess the
structures to ensure matching residue numbers (CASP/CAMEO). In these cases,
enabling -rna/--residue-number-alignment is recommended.

Each score is opt-in and can be enabled with optional arguments.

Example to compute global and per-residue lDDT values as well as QS-score:

ost compare-structures -m model.pdb -r reference.cif --lddt --local-lddt --qs-score

Example to inject custom chain mapping

ost compare-structures -m model.pdb -r reference.cif -c A:B B:A

optional arguments:
  -h, --help            show this help message and exit
  -m MODEL, --model MODEL
                        Path to model file.
  -r REFERENCE, --reference REFERENCE
                        Path to reference file.
  -o OUTPUT, --output OUTPUT
                        Output file name. The output will be saved as a JSON
                        file. default: out.json
  -mf {pdb,cif,mmcif}, --model-format {pdb,cif,mmcif}
                        Format of model file. pdb reads pdb but also pdb.gz,
                        same applies to cif/mmcif. Inferred from filepath if
                        not given.
  -rf {pdb,cif,mmcif}, --reference-format {pdb,cif,mmcif}
                        Format of reference file. pdb reads pdb but also
                        pdb.gz, same applies to cif/mmcif. Inferred from
                        filepath if not given.
  -mb MODEL_BIOUNIT, --model-biounit MODEL_BIOUNIT
                        Only has an effect if model is in mmcif format. By
                        default, the assymetric unit (AU) is used for scoring.
                        If there are biounits defined in the mmcif file, you
                        can specify the (0-based) index of the one which
                        should be used.
  -rb REFERENCE_BIOUNIT, --reference-biounit REFERENCE_BIOUNIT
                        Only has an effect if reference is in mmcif format. By
                        default, the assymetric unit (AU) is used for scoring.
                        If there are biounits defined in the mmcif file, you
                        can specify the (0-based) index of the one which
                        should be used.
  -rna, --residue-number-alignment
                        Make alignment based on residue number instead of
                        using a global BLOSUM62-based alignment (NUC44 for
                        nucleotides).
  -ec, --enforce-consistency
                        Enforce consistency. By default residue name
                        discrepancies between a model and reference are
                        reported but the program proceeds. If this flag is ON,
                        the program fails for these cases.
  -d, --dump-structures
                        Dump cleaned structures used to calculate all the
                        scores as PDB files using specified suffix. Files will
                        be dumped to the same location as original files.
  -ds DUMP_SUFFIX, --dump-suffix DUMP_SUFFIX
                        Use this suffix to dump structures. Defaults to
                        .compare.structures.pdb.
  -ft, --fault-tolerant
                        Fault tolerant parsing.
  -c CHAIN_MAPPING [CHAIN_MAPPING ...], --chain-mapping CHAIN_MAPPING [CHAIN_MAPPING ...]
                        Custom mapping of chains between the reference and the
                        model. Each separate mapping consist of key:value
                        pairs where key is the chain name in reference and
                        value is the chain name in model.
  --lddt                Compute global lDDT score with default
                        parameterization and store as key "lddt".
                        Stereochemical irregularities affecting lDDT are
                        reported as keys "model_clashes", "model_bad_bonds",
                        "model_bad_angles" and the respective reference
                        counterparts.
  --local-lddt          Compute per-residue lDDT scores with default
                        parameterization and store as key "local_lddt". Score
                        for model residue with number 42 in chain X can be
                        extracted with: data["local_lddt"]["X"]["42"]. If
                        there is an insertion code, lets say A, the last key
                        becomes "42A" Stereochemical irregularities affecting
                        lDDT are reported as keys "model_clashes",
                        "model_bad_bonds", "model_bad_angles" and the
                        respective reference counterparts.
  --cad-score           Compute global CAD's atom-atom (AA) score and store as
                        key "cad_score". --residue-number-alignment must be
                        enabled to compute this score. Requires
                        voronota_cadscore executable in PATH. Alternatively
                        you can set cad-exec.
  --local-cad-score     Compute local CAD's atom-atom (AA) scores and store as
                        key "local_cad_score". Score for model residue with
                        number 42 in chain X can be extracted with:
                        data["local_cad_score"]["X"]["42"]. --residue-number-
                        alignments must be enabled to compute this score.
                        Requires voronota_cadscore executable in PATH.
                        Alternatively you can set cad-exec.
  --cad-exec CAD_EXEC   Path to voronota-cadscore executable (installed from
                        https://github.com/kliment-olechnovic/voronota).
                        Searches PATH if not set.
  --qs-score            Compute QS-score, stored as key "qs_global", and the
                        QS-best variant, stored as key "qs_best".
  --rigid-scores        Computes rigid superposition based scores. They're
                        based on a Kabsch superposition of all mapped CA
                        positions (C3' for nucleotides). Makes the following
                        keys available: "oligo_gdtts": GDT with distance
                        thresholds [1.0, 2.0, 4.0, 8.0] given these positions
                        and transformation, "oligo_gdtha": same with
                        thresholds [0.5, 1.0, 2.0, 4.0], "rmsd": RMSD given
                        these positions and transformation, "transform": the
                        used 4x4 transformation matrix that superposes model
                        onto reference.
  --interface-scores    Per interface scores for each interface that has at
                        least one contact in the reference, i.e. at least one
                        pair of heavy atoms within 5A. The respective
                        interfaces are available from key "interfaces" which
                        is a list of tuples in form (ref_ch1, ref_ch2,
                        mdl_ch1, mdl_ch2). Per-interface scores are available
                        as lists referring to these interfaces and have the
                        following keys: "nnat" (number of contacts in
                        reference), "nmdl" (number of contacts in model),
                        "fnat" (fraction of reference contacts which are also
                        there in model), "fnonnat" (fraction of model contacts
                        which are not there in target), "irmsd" (interface
                        RMSD), "lrmsd" (ligand RMSD), "dockq_scores" (per-
                        interface score computed from "fnat", "irmsd" and
                        "lrmsd"), "interface_qs_global" and
                        "interface_qs_best" (per-interface versions of the two
                        QS-score variants). The DockQ score is strictly
                        designed to score each interface individually. We also
                        provide two averaged versions to get one full model
                        score: "dockq_ave", "dockq_wave". The first is simply
                        the average of "dockq_scores", the latter is a
                        weighted average with weights derived from "nnat".
                        These two scores only consider interfaces that are
                        present in both, the model and the reference.
                        "dockq_ave_full" and "dockq_wave_full" add zeros in
                        the average computation for each interface that is
                        only present in the reference but not in the model.
  --patch-scores        Local interface quality score used in CASP15. Scores
                        each model residue that is considered in the interface
                        (CB pos within 8A of any CB pos from another chain (CA
                        for GLY)). The local neighborhood gets represented by
                        "interface patches" which are scored with QS-score and
                        DockQ. Scores where not the full patches are
                        represented by the reference are set to None. Model
                        interface residues are available as key
                        "model_interface_residues", reference interface
                        residues as key "reference_interface_residues".
                        Residues are represented as string in form
                        <num><inscode>. The respective scores are available as
                        keys "patch_qs" and "patch_dockq"

usage: ost compare-ligand-structures [-h] -m MODEL [-ml [MODEL_LIGANDS ...]]
                                 -r REFERENCE
                                 [-rl [REFERENCE_LIGANDS ...]]
                                 [-o OUTPUT] [-mf {pdb,mmcif,cif}]
                                 [-rf {pdb,mmcif,cif}] [-ft] [-rna] [-ec]
                                 [-sm] [--lddt-pli] [--rmsd]
                                 [--radius RADIUS]
                                 [--lddt-pli-radius LDDT_PLI_RADIUS]
                                 [--lddt-bs-radius LDDT_BS_RADIUS]
                                 [-v VERBOSITY]

Evaluate model with non-polymer/small molecule ligands against reference.

Example: ost compare-ligand-structures \
    -m model.pdb \
    -ml ligand.sdf \
    -r reference.cif \
    --lddt-pli --rmsd

Structures of polymer entities (proteins and nucleotides) can be given in PDB
or mmCIF format. If the structure is given in mmCIF format, only the asymmetric
unit (AU) is used for scoring.

Ligands can be given as path to SDF files containing the ligand for both model
(--model-ligands/-ml) and reference (--reference-ligands/-rl). If omitted,
ligands will be detected in the model and reference structures. For structures
given in mmCIF format, this is based on the annotation as "non polymer entity"
(i.e. ligands in the _pdbx_entity_nonpoly mmCIF category) and works reliably.
For structures given in PDB format, this is based on the HET records and is
normally not what you want. You should always give ligands as SDF for
structures in PDB format.

Polymer/oligomeric ligands (saccharides, peptides, nucleotides) are not
supported.

Only minimal cleanup steps are performed (remove hydrogens, and for structures
of polymers only, remove unknown atoms and cleanup element column).

Ligands in mmCIF and PDB files must comply with the PDB component dictionary
definition, and have properly named residues and atoms, in order for
ligand connectivity to be loaded correctly. Ligands loaded from SDF files
are exempt from this restriction, meaning any arbitrary ligand can be assessed.

Output is written in JSON format (default: out.json). In case of no additional
options, this is a dictionary with three keys:

 * "model_ligands": A list of ligands in the model. If ligands were provided
   explicitly with --model-ligands, elements of the list will be the paths to
   the ligand SDF file(s). Otherwise, they will be the chain name and residue
   number of the ligand, separated by a dot.
 * "reference_ligands": A list of ligands in the reference. If ligands were
   provided explicitly with --reference-ligands, elements of the list will be
   the paths to the ligand SDF file(s). Otherwise, they will be the chain name
   and residue number of the ligand, separated by a dot.
 * "status": SUCCESS if everything ran through. In case of failure, the only
   content of the JSON output will be "status" set to FAILURE and an
   additional key: "traceback".

Each score is opt-in and, be enabled with optional arguments and is added
to the output. Keys correspond to the values in "model_ligands" above.
Only assigned mapped ligands are reported.

options:
  -h, --help            show this help message and exit
  -m MODEL, --mdl MODEL, --model MODEL
                        Path to model file.
  -ml [MODEL_LIGANDS ...], --mdl-ligands [MODEL_LIGANDS ...],
                        --model-ligands [MODEL_LIGANDS ...]
                        Path to model ligand files.
  -r REFERENCE, --ref REFERENCE, --reference REFERENCE
                        Path to reference file.
  -rl [REFERENCE_LIGANDS ...], --ref-ligands [REFERENCE_LIGANDS ...],
                        --reference-ligands [REFERENCE_LIGANDS ...]
                        Path to reference ligand files.
  -o OUTPUT, --out OUTPUT, --output OUTPUT
                        Output file name. The output will be saved as a JSON
                        file. default: out.json
  -mf {pdb,mmcif,cif}, --mdl-format {pdb,mmcif,cif},
                        --model-format {pdb,mmcif,cif}
                        Format of model file. Inferred from path if not
                        given.
  -rf {pdb,mmcif,cif}, --reference-format {pdb,mmcif,cif},
                        --ref-format {pdb,mmcif,cif}
                        Format of reference file. Inferred from path if not
                        given.
  -ft, --fault-tolerant
                        Fault tolerant parsing.
  -rna, --residue-number-alignment
                        Make alignment based on residue number instead of
                        using a global BLOSUM62-based alignment (NUC44 for
                        nucleotides).
  -ec, --enforce-consistency
                        Enforce consistency of residue names between the
                        reference binding site and the model. By default
                        residue name discrepancies are reported but the
                        program proceeds. If this is set to True, the program
                        will fail with an error message if the residues names
                        differ. Note: more binding site mappings may be
                        explored during scoring, but only inconsistencies in
                        the selected mapping are reported.
  -sm, --substructure-match
                        Allow incomplete target ligands.
  --lddt-pli            Compute lDDT-PLI score and store as key "lddt-pli".
  --rmsd                Compute RMSD score and store as key "rmsd".
  --radius RADIUS       Inclusion radius for the binding site. Any residue
                        with atoms within this distance of the ligand will be
                        included in the binding site.
  --lddt-pli-radius LDDT_PLI_RADIUS
                        lDDT inclusion radius for lDDT-PLI.
  --lddt-bs-radius LDDT_BS_RADIUS
                        lDDT inclusion radius for lDDT-BS.
  -v VERBOSITY, --verbosity VERBOSITY
                        Set verbosity level. Defaults to 3 (INFO).