IMPPAT | IMPPAT: Indian Medicinal Plants, Phytochemistry And Therapeutics

We are thankful to the developers of following software, tools and databases which were used to construct the IMPPAT database.

Purpose	Resource
Classification and annotation of Indian medicinal plants	Flowers of India Foundation for Revitalisation of Local Health Traditions (FRLHT) Gardeners' World International Plant Names Index (IPNI) IUCN Red List of Threatened species Medicinal Plants Names Service (MPNS) Plants of the World Online (POW) The Plants List Tropicos World Flora Online (WFO)
Standard chemical identifiers for common names of phytochemicals	ChEMBL Chemical Entities of Biological Interest (ChEBI) ChemSpider FDA Global Substance Registration System (FDA SRS) MolPort PubChem SureChEMBL UniChem ZINC database
Classification of phytochemicals	ClassyFire NP Classifier
Molecular descriptors	PaDEL-Descriptor
3D structure of phytochemicals	PubChem RDKit
Computation of physicochemical, drug-like properties and ADMET properties of phytochemicals	Open Babel RDKit SwissADME
Covalent inhibitors	CovalentInDB CovPDB
Human target proteins of phytochemicals	STITCH
Mapping of therapeutic uses to standard disease terms	Disease Ontology International Classification of Diseases 11th Revision (ICD-11) Medical Subject Headings (MeSH) Unified Medical Language System (UMLS)
IMPPAT web interface	Apache Bootstrap 4 Cytoscape.js DataTables JavaScript JSME Molecule Editor JSmol MariaDB Python
Python packages and scripts	Functional groups (IFG algorithm) NP-likeness score NumPy Pandas RDKit