Structure Comparison

This module defines functions for comparing and mapping polypeptide chains.

prody.proteins.compare.alignChains(atoms, target, match_func=<function bestMatch>, **kwargs)

Aligns chains of atoms to those of target using mapOntoChains() and combineAtomMaps(). Please check out those two functions for details about the parameters.

prody.proteins.compare.bestMatch(chain1, chain2)

prody.proteins.compare.combineAtomMaps(mappings, target=None, **kwargs)

Builds a grand AtomMap instance based on mappings obtained from mapOntoChains(). The function also accepts the output mapOntoChain() but will trivially return all the AtomMap in mappings. mappings should be a list or an array of matching chains in a tuple that contain 4 items:

• matching chain from atoms1 as a AtomMap instance,

• matching chain from atoms2 as a AtomMap instance,

• percent sequence identity of the match,

• percent sequence overlap of the match.

Parameters:

• mappings (tuple, list, ndarray) – a list or an array of matching chains in a tuple, or just the tuple

• target (Atomic) – reference structure for superposition and checking RMSD

• drmsd (float) – amount deviation of the RMSD with respect to the top ranking atommap. This is to allow multiple matches when mobile has more chains than target. Default is 3.0

• rmsd_reject (float) – upper RMSD cutoff that rejects an atommap. Default is 15.0

• least (int) – the least number of atommaps requested. If None, it will be automatically determined by the number of chains present in target and mobile. Default is None

• debug (dict) – a container (dict) that saves the following information for debugging purposes: * coverage: original coverage matrix, rows and columns correspond to the reference and the mobile, respectively, * solutions: matched index groups that obtained by modeling the coverage matrix as a linear assignment problem, * rmsd: a list of ranked RMSDs of identified atommaps.

prody.proteins.compare.getAlignmentMethod()

Returns pairwise alignment method.

prody.proteins.compare.getGapExtPenalty()

Returns gap extension penalty used for pairwise alignment.

prody.proteins.compare.getGapPenalty()

Returns gap opening penalty used for pairwise alignment.

prody.proteins.compare.getGoodCoverage()

Returns good sequence coverage.

prody.proteins.compare.getGoodSeqId()

Returns good sequence identity.

prody.proteins.compare.getMatchScore()

Returns match score used to align sequences.

prody.proteins.compare.getMismatchScore()

Returns mismatch score used to align sequences.

prody.proteins.compare.mapChainOntoChain(mobile, target, **kwargs)

Map mobile chain onto target chain. This function returns a mapping that contains 4 items:

• Mapped chain as an AtomMap instance,

• chain as an AtomMap instance,

• Percent sequence identitity,

• Percent sequence overlap

Mappings are returned in decreasing percent sequence identity order. AtomMap that keeps mapped atom indices contains dummy atoms in place of unmapped atoms.

Parameters:

• mobile (Chain) – mobile that will be mapped to the target chain

• target (Chain) – chain to which atoms will be mapped

Keyword Arguments:

• seqid – percent sequence identity, default is 90. Note that this parameter is only effective for sequence alignment

• overlap – percent overlap with target, default is 70

• mapping – what method will be used if the trivial mapping based on residue numbers fails. If "ce" or "cealign", then the CE structural alignment [IS98] will be performed. It can also be a list of prealigned sequences, a MSA instance, or a dict of indices such as that derived from a DaliRecord. If set to True then the sequence alignment from Biopython will be used. If set to False, only the trivial mapping will be performed. Default is “auto”, which means try sequence alignment then CE.

• pwalign – if True, then pairwise sequence alignment will be performed. If False then a simple mapping will be performed based on residue numbers (as well as insertion codes). This will be overridden by the mapping keyword’s value.

[IS98]

Shindyalov IN, Bourne PE. Protein structure alignment by incremental combinatorial extension (CE) of the optimal path. Protein engineering 1998 11(9):739-47.

prody.proteins.compare.mapOntoChain(atoms, chain, **kwargs)

Map atoms onto chain. This function is a wrapper of mapChainOntoChain() that manages to map chains onto target chain. The function returns a list of mappings. Each mapping is a tuple that contains 4 items:

• Mapped chain as an AtomMap instance,

• chain as an AtomMap instance,

• Percent sequence identitity,

• Percent sequence overlap

Mappings are returned in decreasing percent sequence identity order. AtomMap that keeps mapped atom indices contains dummy atoms in place of unmapped atoms.

Parameters:

• atoms (Chain, AtomGroup, Selection) – atoms that will be mapped to the target chain

• chain (Chain) – chain to which atoms will be mapped

Keyword Arguments:

subset – one of the following well-defined subsets of atoms: "calpha" (or "ca"), "backbone" (or "bb"), "heavy" (or "noh"), or "all", default is "calpha"

See mapChainOntoChain() for other keyword arguments. This function tries to map atoms to chain based on residue numbers and types. Each individual chain in atoms is compared to target chain.

[IS98]

Shindyalov IN, Bourne PE. Protein structure alignment by incremental combinatorial extension (CE) of the optimal path. Protein engineering 1998 11(9):739-47.

prody.proteins.compare.mapOntoChainByAlignment(atoms, chain, **kwargs)

This function is similar to mapOntoChain() but correspondence of chains is found by alignment provided.

Parameters:

alignments (list, dict, MSA) – A list of predefined alignments. It can be also a dictionary or MSA instance where the keys or labels are the title of atoms or chains.

prody.proteins.compare.mapOntoChains(atoms, ref, match_func=<function bestMatch>, **kwargs)

This function is a generalization and wrapper of mapOntoChain() that manages to map chains onto chains (instead of a single chain).

Parameters:

• atoms (Atomic) – atoms to map onto the reference

• ref (Atomic) – reference structure for mapping

• match_func (func) – function determines which chains from ref and atoms are matched. Default is to use the best match.

prody.proteins.compare.matchAlign(mobile, target, **kwargs)

Superpose mobile onto target based on best matching pair of chains. This function uses matchChains() for matching chains and returns a tuple that contains the following items:

• mobile after it is superposed,

• matching chain from mobile as a AtomMap instance,

• matching chain from target as a AtomMap instance,

• percent sequence identity of the match,

• percent sequence overlap of the match.

Parameters:

• mobile (Chain, AtomGroup, Selection) – atoms that contain a protein chain

• target (Chain, AtomGroup, Selection) – atoms that contain a protein chain

• tarsel (str) – target atoms that will be used for alignment, default is 'calpha'

• allcsets (bool) – align all coordinate sets of mobile, default is True

Keyword Arguments:

• seqid – percent sequence identity, default is 90

• overlap – percent overlap, default is 90

• pwalign – perform pairwise sequence alignment

prody.proteins.compare.matchChains(atoms1, atoms2, **kwargs)

Returns pairs of chains matched based on sequence similarity. Makes an all-to-all comparison of chains in atoms1 and atoms2. Chains are obtained from hierarchical views (HierView) of atom groups. This function returns a list of matching chains in a tuple that contain 4 items:

• matching chain from atoms1 as a AtomMap instance,

• matching chain from atoms2 as a AtomMap instance,

• percent sequence identity of the match,

• percent sequence overlap of the match.

List of matches are sorted in decreasing percent sequence identity order. AtomMap instances can be used to calculate RMSD values and superpose atom groups.

Parameters:

• atoms1 (Chain, AtomGroup, Selection) – atoms that contain a chain

• atoms2 (Chain, AtomGroup, Selection) – atoms that contain a chain

Keyword Arguments:

• subset – one of the following well-defined subsets of atoms: "calpha" (or "ca"), "backbone" (or "bb"), "heavy" (or "noh"), or "all", default is "calpha"

• seqid – percent sequence identity, default is 90

• overlap – percent overlap, default is 90

• pwalign – perform pairwise sequence alignment

If subset is set to calpha or backbone, only alpha carbon atoms or backbone atoms will be paired. If set to all, all atoms common to matched residues will be returned.

This function tries to match chains based on residue numbers and names. All chains in atoms1 is compared to all chains in atoms2. This works well for different structures of the same protein. When it fails, Biopython is used for pairwise sequence alignment, and matching is performed based on the sequence alignment. User can control, whether sequence alignment is performed or not with pwalign keyword. If pwalign=True is passed, pairwise alignment is enforced.

prody.proteins.compare.sameChainPos(chain1, chain2)

prody.proteins.compare.sameChid(chain1, chain2)

prody.proteins.compare.setAlignmentMethod(method)

Set pairwise alignment method (global or local).

prody.proteins.compare.setGapExtPenalty(gap_ext_penalty)

Set gap extension penalty used for pairwise alignment.

prody.proteins.compare.setGapPenalty(gap_penalty)

Set gap opening penalty used for pairwise alignment.

prody.proteins.compare.setGoodCoverage(coverage)

Set good sequence coverage.

prody.proteins.compare.setGoodSeqId(seqid)

Set good sequence identity.

prody.proteins.compare.setMatchScore(match_score)

Set match score used to align sequences.

prody.proteins.compare.setMismatchScore(mismatch_score)

Set mismatch score used to align sequences.

prody.proteins.compare.userDefined(chain1, chain2, correspondence)