Convert lipid shorthand notation to SMILES, InChI, InChIKey, and RDKit molecules
Project description
PyLipidParse
Convert standard lipid shorthand notation (LIPID MAPS, SwissLipids, HMDB) to molecular structures.
What it does
No existing open-source tool converts lipid shorthand notation to SMILES, InChI, or RDKit molecules. PyLipidParse fills this gap.
from pylipidparse import LipidConverter
conv = LipidConverter()
conv.to_smiles("PC 16:0/18:1(9Z)")
# → 'CCCCCCCCCCCCCCCC(=O)OC[C@@H](OC(=O)CCCCCCCC/C=C\\CCCCCCCC)COP(=O)([O-])OCC[N+](C)(C)C'
conv.to_inchikey("FA 18:2(9Z,12Z)")
# → 'OYHQOLUKZRVURQ-HZJYTTRNSA-N'
conv.to_mol("Cer 18:1;O2/16:0")
# → <rdkit.Chem.rdchem.Mol object>
conv.to_sdf(["PC 16:0/18:1(9Z)", "PE 18:0/20:4(5Z,8Z,11Z,14Z)"], path="output.sdf")
Supported lipid classes
| Class | Examples | Status |
|---|---|---|
| Fatty Acids (FA) | FA 16:0, FA 18:1(9Z), FA 20:4(5Z,8Z,11Z,14Z) | ✅ |
| Glycerolipids (GL) | MG, DG, TG | ✅ |
| Glycerophospholipids (GP) | PC, PE, PA, PI, PS, PG, LPC, LPE, ... | ✅ |
| Sphingolipids (SP) | Cer, SM, HexCer, Hex2Cer | ✅ |
| Sterols (ST) | Cholesterol, CE, bile acids | ✅ |
| Ether/plasmalogen linkages | O-, P- prefix | ✅ |
Installation
pip
pip install pylipidparse
uv
uv add pylipidparse
From source
git clone https://github.com/MontgomeryBohde/PyLipidParse.git
cd PyLipidParse
pip install -e ".[dev]"
Quick start
from pylipidparse import LipidConverter
conv = LipidConverter()
# SMILES
smiles = conv.to_smiles("FA 18:1(9Z)") # Oleic acid
smiles = conv.to_smiles("PC 16:0/18:1(9Z)") # POPC
# InChI / InChIKey
inchi = conv.to_inchi("FA 16:0")
ik = conv.to_inchikey("FA 16:0") # "IPCSVZSSVZVIGE-UHFFFAOYSA-N"
# RDKit Mol (for downstream cheminformatics)
mol = conv.to_mol("Cer 18:1;O2/16:0")
# Write to file
conv.to_mol_file("PC 16:0/18:1(9Z)", "popc.mol")
conv.to_sdf(["FA 16:0", "FA 18:1(9Z)", "PC 16:0/18:1(9Z)"], "lipids.sdf")
Notation requirements
PyLipidParse requires full structural notation with explicit chain positions.
Sum-composition notation (e.g., PC 34:1) is rejected because a unique structure
cannot be generated from it.
| Works | Fails |
|---|---|
PC 16:0/18:1(9Z) |
PC 34:1 (no chain breakdown) |
TG 16:0/18:1(9Z)/18:2(9Z,12Z) |
TG 16:0_18:1_18:2 (unknown positions) |
FA 18:1(9Z) |
FA 18:1 (no double bond position) |
API reference
LipidConverter(dialect="LipidMaps", cache_size=512)
| Method | Returns | Description |
|---|---|---|
to_mol(name) |
Chem.Mol |
RDKit molecule (no 2D coords) |
to_smiles(name) |
str |
Canonical SMILES |
to_inchi(name) |
str |
InChI string |
to_inchikey(name) |
str |
InChIKey (27-char hash) |
to_mol_file(name, path) |
— | Write .mol file with 2D coords |
to_sdf(names, path) |
— | Write .sdf file (supports batch) |
Exceptions
from pylipidparse.exceptions import (
LipidParseError, # pygoslin couldn't parse the input
UnsupportedLipidClassError, # lipid class not yet implemented
InsufficientStructuralDetailError, # species-level / unknown positions
StructureGenerationError, # molecule assembly failed
)
Contributing
Issues and pull requests are welcome at github.com/MontgomeryBohde/PyLipidParse.
Citation
If you use PyLipidParse in published work, please cite this repository and the underlying tools:
- pygoslin: Kopczynski et al., Analytical Chemistry (2022). DOI: 10.1021/acs.analchem.1c05430
- RDKit: Landrum, G. RDKit: Open-source cheminformatics. rdkit.org
License
MIT License — see LICENSE.
Project details
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