Description Usage Format Details Source
This dataset contains fields from the HMDB database The variables are as follows:
1 |
A data frame with 39192 rows and 294 variables
WebAddress web address for database (when combined with the Unique_DB_ID entry this will provide a direct link to the online database entry e.g. Web address : "www.hmdb.ca/metabolites/" + Unique_DB_ID : "HMDB00001" = http://www.hmdb.ca/metabolites/HMDB00001)
Unique_DB_ID. HMDB unique reference number (HMDB00001 – HMDB61388)
name. HMDB entry name
monoisotopic_weight. Monoisotopic weight of HMDB entry (1.007825 – 1499.87)
SMILES. Canonical SMILES code of HMDB entry
molecular_formula. Molecular formula of HMDB entry
cas_number. CAS registry number of HMDB entry
compound_class. compound class information utilized by annoCompoundClass function.
- 295. (n=286) all molecular descriptors extracted from the chemistry development kit using the rcdk package and a 1024bit chemical fingerprint obtained using the ChemmineR package in the form of an index rather than full length 1024 binary representation. see table below for details:
category | className | molDescNames |
topological | SmallRingDescriptor | MD_nSmallRings |
topological | SmallRingDescriptor | MD_nAromRings |
topological | SmallRingDescriptor | MD_nRingBlocks |
topological | SmallRingDescriptor | MD_nAromBlocks |
topological | SmallRingDescriptor | MD_nRings3 |
topological | SmallRingDescriptor | MD_nRings4 |
topological | SmallRingDescriptor | MD_nRings5 |
topological | SmallRingDescriptor | MD_nRings6 |
topological | SmallRingDescriptor | MD_nRings7 |
topological | SmallRingDescriptor | MD_nRings8 |
topological | SmallRingDescriptor | MD_nRings9 |
topological | FractionalPSADescriptor | MD_tpsaEfficiency |
topological | ZagrebIndexDescriptor | MD_Zagreb |
constitutional | XLogPDescriptor | MD_XLogP |
topological | WienerNumbersDescriptor | MD_WPATH |
topological | WienerNumbersDescriptor | MD_WPOL |
hybrid | WHIMDescriptor | MD_Wlambda1.unity |
hybrid | WHIMDescriptor | MD_Wlambda2.unity |
hybrid | WHIMDescriptor | MD_Wlambda3.unity |
hybrid | WHIMDescriptor | MD_Wnu1.unity |
hybrid | WHIMDescriptor | MD_Wnu2.unity |
hybrid | WHIMDescriptor | MD_Wgamma1.unity |
hybrid | WHIMDescriptor | MD_Wgamma2.unity |
hybrid | WHIMDescriptor | MD_Wgamma3.unity |
hybrid | WHIMDescriptor | MD_Weta1.unity |
hybrid | WHIMDescriptor | MD_Weta2.unity |
hybrid | WHIMDescriptor | MD_Weta3.unity |
hybrid | WHIMDescriptor | MD_WT.unity |
hybrid | WHIMDescriptor | MD_WA.unity |
hybrid | WHIMDescriptor | MD_WV.unity |
hybrid | WHIMDescriptor | MD_WK.unity |
hybrid | WHIMDescriptor | MD_WG.unity |
hybrid | WHIMDescriptor | MD_WD.unity |
topological | WeightedPathDescriptor | MD_WTPT.1 |
topological | WeightedPathDescriptor | MD_WTPT.2 |
topological | WeightedPathDescriptor | MD_WTPT.3 |
topological | WeightedPathDescriptor | MD_WTPT.4 |
topological | WeightedPathDescriptor | MD_WTPT.5 |
constitutional | WeightDescriptor | MD_MW |
topological | VAdjMaDescriptor | MD_VAdjMat |
topological | VABCDescriptor | MD_VABC |
topological | TPSADescriptor | MD_TopoPSA |
constitutional | RuleOfFiveDescriptor | MD_LipinskiFailures |
constitutional | RotatableBondsCountDescriptor | MD_nRotB |
topological | PetitjeanShapeIndexDescriptor | MD_topoShape |
topological | PetitjeanShapeIndexDescriptor | MD_geomShape |
topological | PetitjeanNumberDescriptor | MD_PetitjeanNumber |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.X |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.Y |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.Z |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.XY |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.XZ |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.YZ |
geometrical | MomentOfInertiaDescriptor | MD_MOMI.R |
topological | MDEDescriptor | MD_MDEC.11 |
topological | MDEDescriptor | MD_MDEC.12 |
topological | MDEDescriptor | MD_MDEC.13 |
topological | MDEDescriptor | MD_MDEC.14 |
topological | MDEDescriptor | MD_MDEC.22 |
topological | MDEDescriptor | MD_MDEC.23 |
topological | MDEDescriptor | MD_MDEC.24 |
topological | MDEDescriptor | MD_MDEC.33 |
topological | MDEDescriptor | MD_MDEC.34 |
topological | MDEDescriptor | MD_MDEC.44 |
topological | MDEDescriptor | MD_MDEO.11 |
topological | MDEDescriptor | MD_MDEO.12 |
topological | MDEDescriptor | MD_MDEO.22 |
topological | MDEDescriptor | MD_MDEN.11 |
topological | MDEDescriptor | MD_MDEN.12 |
topological | MDEDescriptor | MD_MDEN.13 |
topological | MDEDescriptor | MD_MDEN.22 |
topological | MDEDescriptor | MD_MDEN.23 |
topological | MDEDescriptor | MD_MDEN.33 |
constitutional | MannholdLogPDescriptor | MD_MLogP |
constitutional | LongestAliphaticChainDescriptor | MD_nAtomLAC |
geometrical | LengthOverBreadthDescriptor | MD_LOBMAX |
geometrical | LengthOverBreadthDescriptor | MD_LOBMIN |
constitutional | LargestPiSystemDescriptor | MD_nAtomP |
constitutional | LargestChainDescriptor | MD_nAtomLC |
topological | KierHallSmartsDescriptor | MD_khs.sLi |
topological | KierHallSmartsDescriptor | MD_khs.ssBe |
topological | KierHallSmartsDescriptor | MD_khs.ssssBe |
topological | KierHallSmartsDescriptor | MD_khs.ssBH |
topological | KierHallSmartsDescriptor | MD_khs.sssB |
topological | KierHallSmartsDescriptor | MD_khs.ssssB |
topological | KierHallSmartsDescriptor | MD_khs.sCH3 |
topological | KierHallSmartsDescriptor | MD_khs.dCH2 |
topological | KierHallSmartsDescriptor | MD_khs.ssCH2 |
topological | KierHallSmartsDescriptor | MD_khs.tCH |
topological | KierHallSmartsDescriptor | MD_khs.dsCH |
topological | KierHallSmartsDescriptor | MD_khs.aaCH |
topological | KierHallSmartsDescriptor | MD_khs.sssCH |
topological | KierHallSmartsDescriptor | MD_khs.ddC |
topological | KierHallSmartsDescriptor | MD_khs.tsC |
topological | KierHallSmartsDescriptor | MD_khs.dssC |
topological | KierHallSmartsDescriptor | MD_khs.aasC |
topological | KierHallSmartsDescriptor | MD_khs.aaaC |
topological | KierHallSmartsDescriptor | MD_khs.ssssC |
topological | KierHallSmartsDescriptor | MD_khs.sNH3 |
topological | KierHallSmartsDescriptor | MD_khs.sNH2 |
topological | KierHallSmartsDescriptor | MD_khs.ssNH2 |
topological | KierHallSmartsDescriptor | MD_khs.dNH |
topological | KierHallSmartsDescriptor | MD_khs.ssNH |
topological | KierHallSmartsDescriptor | MD_khs.aaNH |
topological | KierHallSmartsDescriptor | MD_khs.tN |
topological | KierHallSmartsDescriptor | MD_khs.sssNH |
topological | KierHallSmartsDescriptor | MD_khs.dsN |
topological | KierHallSmartsDescriptor | MD_khs.aaN |
topological | KierHallSmartsDescriptor | MD_khs.sssN |
topological | KierHallSmartsDescriptor | MD_khs.ddsN |
topological | KierHallSmartsDescriptor | MD_khs.aasN |
topological | KierHallSmartsDescriptor | MD_khs.ssssN |
topological | KierHallSmartsDescriptor | MD_khs.sOH |
topological | KierHallSmartsDescriptor | MD_khs.dO |
topological | KierHallSmartsDescriptor | MD_khs.ssO |
topological | KierHallSmartsDescriptor | MD_khs.aaO |
topological | KierHallSmartsDescriptor | MD_khs.sF |
topological | KierHallSmartsDescriptor | MD_khs.sSiH3 |
topological | KierHallSmartsDescriptor | MD_khs.ssSiH2 |
topological | KierHallSmartsDescriptor | MD_khs.sssSiH |
topological | KierHallSmartsDescriptor | MD_khs.ssssSi |
topological | KierHallSmartsDescriptor | MD_khs.sPH2 |
topological | KierHallSmartsDescriptor | MD_khs.ssPH |
topological | KierHallSmartsDescriptor | MD_khs.sssP |
topological | KierHallSmartsDescriptor | MD_khs.dsssP |
topological | KierHallSmartsDescriptor | MD_khs.sssssP |
topological | KierHallSmartsDescriptor | MD_khs.sSH |
topological | KierHallSmartsDescriptor | MD_khs.dS |
topological | KierHallSmartsDescriptor | MD_khs.ssS |
topological | KierHallSmartsDescriptor | MD_khs.aaS |
topological | KierHallSmartsDescriptor | MD_khs.dssS |
topological | KierHallSmartsDescriptor | MD_khs.ddssS |
topological | KierHallSmartsDescriptor | MD_khs.sCl |
topological | KierHallSmartsDescriptor | MD_khs.sGeH3 |
topological | KierHallSmartsDescriptor | MD_khs.ssGeH2 |
topological | KierHallSmartsDescriptor | MD_khs.sssGeH |
topological | KierHallSmartsDescriptor | MD_khs.ssssGe |
topological | KierHallSmartsDescriptor | MD_khs.sAsH2 |
topological | KierHallSmartsDescriptor | MD_khs.ssAsH |
topological | KierHallSmartsDescriptor | MD_khs.sssAs |
topological | KierHallSmartsDescriptor | MD_khs.sssdAs |
topological | KierHallSmartsDescriptor | MD_khs.sssssAs |
topological | KierHallSmartsDescriptor | MD_khs.sSeH |
topological | KierHallSmartsDescriptor | MD_khs.dSe |
topological | KierHallSmartsDescriptor | MD_khs.ssSe |
topological | KierHallSmartsDescriptor | MD_khs.aaSe |
topological | KierHallSmartsDescriptor | MD_khs.dssSe |
topological | KierHallSmartsDescriptor | MD_khs.ddssSe |
topological | KierHallSmartsDescriptor | MD_khs.sBr |
topological | KierHallSmartsDescriptor | MD_khs.sSnH3 |
topological | KierHallSmartsDescriptor | MD_khs.ssSnH2 |
topological | KierHallSmartsDescriptor | MD_khs.sssSnH |
topological | KierHallSmartsDescriptor | MD_khs.ssssSn |
topological | KierHallSmartsDescriptor | MD_khs.sI |
topological | KierHallSmartsDescriptor | MD_khs.sPbH3 |
topological | KierHallSmartsDescriptor | MD_khs.ssPbH2 |
topological | KierHallSmartsDescriptor | MD_khs.sssPbH |
topological | KierHallSmartsDescriptor | MD_khs.ssssPb |
topological | KappaShapeIndicesDescriptor | MD_Kier1 |
topological | KappaShapeIndicesDescriptor | MD_Kier2 |
topological | KappaShapeIndicesDescriptor | MD_Kier3 |
topological | HybridizationRatioDescriptor | MD_HybRatio |
electronic | HBondDonorCountDescriptor | MD_nHBDon |
electronic | HBondAcceptorCountDescriptor | MD_nHBAcc |
geometrical | GravitationalIndexDescriptor | MD_GRAV.1 |
geometrical | GravitationalIndexDescriptor | MD_GRAV.2 |
geometrical | GravitationalIndexDescriptor | MD_GRAV.3 |
geometrical | GravitationalIndexDescriptor | MD_GRAVH.1 |
geometrical | GravitationalIndexDescriptor | MD_GRAVH.2 |
geometrical | GravitationalIndexDescriptor | MD_GRAVH.3 |
geometrical | GravitationalIndexDescriptor | MD_GRAV.4 |
geometrical | GravitationalIndexDescriptor | MD_GRAV.5 |
geometrical | GravitationalIndexDescriptor | MD_GRAV.6 |
topological | FragmentComplexityDescriptor | MD_fragC |
topological | FMFDescriptor | MD_FMF |
topological | EccentricConnectivityIndexDescriptor | MD_ECCEN |
electronic | CPSADescriptor | MD_PPSA.1 |
electronic | CPSADescriptor | MD_PPSA.2 |
electronic | CPSADescriptor | MD_PPSA.3 |
electronic | CPSADescriptor | MD_PNSA.1 |
electronic | CPSADescriptor | MD_PNSA.2 |
electronic | CPSADescriptor | MD_PNSA.3 |
electronic | CPSADescriptor | MD_DPSA.1 |
electronic | CPSADescriptor | MD_DPSA.2 |
electronic | CPSADescriptor | MD_DPSA.3 |
electronic | CPSADescriptor | MD_FPSA.1 |
electronic | CPSADescriptor | MD_FPSA.2 |
electronic | CPSADescriptor | MD_FPSA.3 |
electronic | CPSADescriptor | MD_FNSA.1 |
electronic | CPSADescriptor | MD_FNSA.2 |
electronic | CPSADescriptor | MD_FNSA.3 |
electronic | CPSADescriptor | MD_WPSA.1 |
electronic | CPSADescriptor | MD_WPSA.2 |
electronic | CPSADescriptor | MD_WPSA.3 |
electronic | CPSADescriptor | MD_WNSA.1 |
electronic | CPSADescriptor | MD_WNSA.2 |
electronic | CPSADescriptor | MD_WNSA.3 |
electronic | CPSADescriptor | MD_RPCG |
electronic | CPSADescriptor | MD_RNCG |
electronic | CPSADescriptor | MD_RPCS |
electronic | CPSADescriptor | MD_RNCS |
electronic | CPSADescriptor | MD_THSA |
electronic | CPSADescriptor | MD_TPSA |
electronic | CPSADescriptor | MD_RHSA |
electronic | CPSADescriptor | MD_RPSA |
topological | ChiPathDescriptor | MD_SP.0 |
topological | ChiPathDescriptor | MD_SP.1 |
topological | ChiPathDescriptor | MD_SP.2 |
topological | ChiPathDescriptor | MD_SP.3 |
topological | ChiPathDescriptor | MD_SP.4 |
topological | ChiPathDescriptor | MD_SP.5 |
topological | ChiPathDescriptor | MD_SP.6 |
topological | ChiPathDescriptor | MD_SP.7 |
topological | ChiPathDescriptor | MD_VP.0 |
topological | ChiPathDescriptor | MD_VP.1 |
topological | ChiPathDescriptor | MD_VP.2 |
topological | ChiPathDescriptor | MD_VP.3 |
topological | ChiPathDescriptor | MD_VP.4 |
topological | ChiPathDescriptor | MD_VP.5 |
topological | ChiPathDescriptor | MD_VP.6 |
topological | ChiPathDescriptor | MD_VP.7 |
topological | ChiPathClusterDescriptor | MD_SPC.4 |
topological | ChiPathClusterDescriptor | MD_SPC.5 |
topological | ChiPathClusterDescriptor | MD_SPC.6 |
topological | ChiPathClusterDescriptor | MD_VPC.4 |
topological | ChiPathClusterDescriptor | MD_VPC.5 |
topological | ChiPathClusterDescriptor | MD_VPC.6 |
topological | ChiClusterDescriptor | MD_SC.3 |
topological | ChiClusterDescriptor | MD_SC.4 |
topological | ChiClusterDescriptor | MD_SC.5 |
topological | ChiClusterDescriptor | MD_SC.6 |
topological | ChiClusterDescriptor | MD_VC.3 |
topological | ChiClusterDescriptor | MD_VC.4 |
topological | ChiClusterDescriptor | MD_VC.5 |
topological | ChiClusterDescriptor | MD_VC.6 |
topological | ChiChainDescriptor | MD_SCH.3 |
topological | ChiChainDescriptor | MD_SCH.4 |
topological | ChiChainDescriptor | MD_SCH.5 |
topological | ChiChainDescriptor | MD_SCH.6 |
topological | ChiChainDescriptor | MD_SCH.7 |
topological | ChiChainDescriptor | MD_VCH.3 |
topological | ChiChainDescriptor | MD_VCH.4 |
topological | ChiChainDescriptor | MD_VCH.5 |
topological | ChiChainDescriptor | MD_VCH.6 |
topological | ChiChainDescriptor | MD_VCH.7 |
topological | CarbonTypesDescriptor | MD_C1SP1 |
topological | CarbonTypesDescriptor | MD_C2SP1 |
topological | CarbonTypesDescriptor | MD_C1SP2 |
topological | CarbonTypesDescriptor | MD_C2SP2 |
topological | CarbonTypesDescriptor | MD_C3SP2 |
topological | CarbonTypesDescriptor | MD_C1SP3 |
topological | CarbonTypesDescriptor | MD_C2SP3 |
topological | CarbonTypesDescriptor | MD_C3SP3 |
topological | CarbonTypesDescriptor | MD_C4SP3 |
electronic | BPolDescriptor | MD_bpol |
constitutional | BondCountDescriptor | MD_nB |
hybrid | BCUTDescriptor | MD_BCUTw.1l |
hybrid | BCUTDescriptor | MD_BCUTw.1h |
hybrid | BCUTDescriptor | MD_BCUTc.1l |
hybrid | BCUTDescriptor | MD_BCUTc.1h |
hybrid | BCUTDescriptor | MD_BCUTp.1l |
hybrid | BCUTDescriptor | MD_BCUTp.1h |
constitutional | BasicGroupCountDescriptor | MD_nBase |
topological | AutocorrelationDescriptorPolarizability | MD_ATSp1 |
topological | AutocorrelationDescriptorPolarizability | MD_ATSp2 |
topological | AutocorrelationDescriptorPolarizability | MD_ATSp3 |
topological | AutocorrelationDescriptorPolarizability | MD_ATSp4 |
topological | AutocorrelationDescriptorPolarizability | MD_ATSp5 |
topological | AutocorrelationDescriptorMass | MD_ATSm1 |
topological | AutocorrelationDescriptorMass | MD_ATSm2 |
topological | AutocorrelationDescriptorMass | MD_ATSm3 |
topological | AutocorrelationDescriptorMass | MD_ATSm4 |
topological | AutocorrelationDescriptorMass | MD_ATSm5 |
topological | AutocorrelationDescriptorCharge | MD_ATSc1 |
topological | AutocorrelationDescriptorCharge | MD_ATSc2 |
topological | AutocorrelationDescriptorCharge | MD_ATSc3 |
topological | AutocorrelationDescriptorCharge | MD_ATSc4 |
topological | AutocorrelationDescriptorCharge | MD_ATSc5 |
constitutional | AtomCountDescriptor | MD_nAtom |
constitutional | AromaticBondsCountDescriptor | MD_nAromBond |
constitutional | AromaticAtomsCountDescriptor | MD_naAromAtom |
electronic | APolDescriptor | MD_apol |
constitutional | ALOGPDescriptor | MD_ALogP |
constitutional | ALOGPDescriptor | MD_ALogp2 |
constitutional | ALOGPDescriptor | MD_AMR |
constitutional | AcidicGroupCountDescriptor | MD_nAcid |
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