Package containing helper functions for processing and analysis of glycans
Project description
Glycowork
Glycans are a fundamental biological sequence, similar to DNA, RNA, or proteins. Glycans are complex carbohydrates that can form branched structures comprising monosaccharides and linkages as constituents. Despite being conspicuously absent from most research, glycans are ubiquitous in biology. They decorate most proteins and lipids and direct the stability and functions of biomolecules, cells, and organisms. This also makes glycans relevant to every human disease.
The analysis of glycans is made difficult by their nonlinearity and their astounding diversity, given the large number of monosaccharides and types of linkages. Glycowork
is a Python package designed to process and analyze glycan sequences, with a special emphasis on glycan-focused data science and machine learning. Next to various functions to work with glycans, glycowork
also contains glycan data that can be used for model training, motif comparisons, etc.
If you use glycowork
or any of our datasets in your project, please cite Thomes et al., 2021.
The inspiration for glycowork
can be found in Bojar et al., 2020 and Burkholz et al., 2021. There, you can also find examples of possible use cases for the functions in glycowork
.
The full documentation for glycowork
can be found here: https://bojarlab.github.io/glycowork/
If you want to contribute to glycowork
, the best place to start is to read our contribution guidelines.
Install
via pip:
pip install glycowork
import glycowork
alternative:
pip install git+https://github.com/BojarLab/glycowork.git
import glycowork
Data & Models
Glycowork
currently contains the following main datasets that are freely available to everyone:
df_species
- contains >31,500 glycans with species association
df_glycan
- contains >50,500 unique glycan sequences, including labels such as >2,500 tissue associations and >500 disease associations
glycan_binding
- contains >550,000 protein-glycan binding interactions, from 1,392 unique glycan-binding proteins
Additionally, we store these trained deep learning models for easy usage, which can be retrieved with the prep_model
function:
LectinOracle
- can be used to predict glycan-binding specificity of a protein, given its ESM-1b representation; from Lundstrom et al., 2021
LectinOracle_flex
- operates the same as LectinOracle but can directly use the raw protein sequence as input (no ESM-1b representation required)
SweetNet
- a graph convolutional neural network trained to predict species from glycan, can be used to generate learned glycan representations; from Burkholz et al., 2021
NSequonPred
- given the ESM-1b representation of an N-sequon (+/- 20 AA), this model can predict whether the sequon will be glycosylated
How to use
Glycowork
currently contains five main modules:
alignment
- can be used to find similar glycan sequences by alignment according to a glycan-specific substitution matrix
glycan_data
- stores several glycan datasets and contains helper functions
ml
- here are all the functions for training and using machine learning models, including train-test-split, getting glycan representations, etc.
motif
- contains functions for processing glycan sequences, identifying motifs and features, and analyzing them
network
- contains functions for constructing and analyzing glycan networks (e.g., biosynthetic networks)
Below are some examples of what you can do with glycowork
; be sure to check out the other examples
in the full documentation for everything that's there.
#get motifs, graph features, and sequence features of a set of glycan sequences to train models or analyze glycan properties
glycans = ['Man(a1-3)[Man(a1-6)][Xyl(b1-2)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-3)]GlcNAc',
'Man(a1-2)Man(a1-2)Man(a1-3)[Man(a1-3)Man(a1-6)]Man(b1-4)GlcNAc(b1-4)GlcNAc',
'GalNAc(a1-4)GlcNAcA(a1-4)[GlcN(b1-7)]Kdo(a2-5)[Kdo(a2-4)]Kdo(a2-6)GlcN4P(b1-6)GlcN4P']
from glycowork.motif.annotate import annotate_dataset
out = annotate_dataset(glycans, feature_set = ['known', 'graph', 'exhaustive']).head()
LewisX | LewisY | SialylLewisX | SulfoSialylLewisX | LewisA | LewisB | SialylLewisA | SulfoLewisA | H_type2 | H_type1 | A_antigen | B_antigen | Galili_antigen | GloboH | Gb5 | Gb4 | Gb3 | 3SGb3 | 8DSGb3 | 3SGb4 | 8DSGb4 | 6DSGb4 | 3SGb5 | 8DSGb5 | 6DSGb5 | 6DSGb5_2 | 6SGb3 | 8DSGb3_2 | 6SGb4 | 8DSGb4_2 | 6SGb5 | 8DSGb5_2 | 66DSGb5 | Forssman_antigen | iGb3 | I_antigen | i_antigen | PI_antigen | Chitobiose | Trimannosylcore | Internal_LacNAc_type1 | Terminal_LacNAc_type1 | Internal_LacNAc_type2 | Terminal_LacNAc_type2 | Internal_LacdiNAc_type1 | Terminal_LacdiNAc_type1 | Internal_LacdiNAc_type2 | Terminal_LacdiNAc_type2 | bisectingGlcNAc | VIM | PolyLacNAc | Ganglio_Series | Lacto_Series(LewisC) | NeoLacto_Series | betaGlucan | KeratanSulfate | Hyluronan | Mollu_series | Arthro_series | Cellulose_like | Chondroitin_4S | GPI_anchor | Isoglobo_series | LewisD | Globo_series | SDA | Muco_series | Heparin | Peptidoglycan | Dermatansulfate | CAD | Lactosylceramide | Lactotriaosylceramide | LexLex | GM3 | H_type3 | GM2 | GM1 | cisGM1 | VIM2 | GD3 | GD1a | GD2 | GD1b | SDLex | Nglycolyl_GM2 | Fuc_LN3 | GT1b | GD1 | GD1a_2 | LcGg4 | GT3 | Disialyl_T_antigen | GT1a | GT2 | GT1c | 2Fuc_GM1 | GQ1c | O_linked_mannose | GT1aa | GQ1b | HNK1 | GQ1ba | O_mannose_Lex | 2Fuc_GD1b | Sialopentaosylceramide | Sulfogangliotetraosylceramide | B-GM1 | GQ1aa | bisSulfo-Lewis x | para-Forssman | core_fucose | core_fucose(a1-3) | GP1c | B-GD1b | GP1ca | Isoglobotetraosylceramide | polySia | high_mannose | Gala_series | LPS_core | Nglycan_complex | Nglycan_complex2 | Oglycan_core2 | Oglycan_core3 | Oglycan_core4 | Oglycan_core5 | Oglycan_core6 | Oglycan_core7 | Xylogalacturonan | Sialosylparagloboside | LDNF | OFuc | Arabinogalactan_type2 | EGF_repeat | Nglycan_hybrid | Arabinan | Xyloglucan | Acharan_Sulfate | M3FX | M3X | 1-6betaGalactan | Arabinogalactan_type1 | Galactomannan | Tetraantennary_Nglycan | Mucin_elongated_core2 | Fucoidan | Alginate | FG | XX | Difucosylated_core | GalFuc_core | diameter | branching | nbrLeaves | avgDeg | varDeg | maxDeg | nbrDeg4 | max_deg_leaves | mean_deg_leaves | deg_assort | betweeness | betwVar | betwMax | eigenMax | eigenMin | eigenAvg | eigenVar | closeMax | closeMin | closeAvg | closeVar | flowMax | flowAvg | flowVar | flow_edgeMax | flow_edgeMin | flow_edgeAvg | flow_edgeVar | loadMax | loadAvg | loadVar | harmMax | harmMin | harmAvg | harmVar | secorderMax | secorderMin | secorderAvg | secorderVar | size_corona | size_core | nbr_node_types | egap | entropyStation | N | dens | 0dHex | 1,4-Anhydro-Gal-ol | 1,5-Anhydro-D-AltNAc-ol | 1,5-Anhydro-D-FucN-ol | 1,5-Anhydro-D-Rha4NAc-ol | 1,5-Anhydro-Gal-ol | 1,5-Anhydro-GalNAc-ol | 1,5-Anhydro-Glc-ol | 1,5-Anhydro-Glc-onic | 1,5-Anhydro-GlcN2S-ol | 1,5-Anhydro-GlcN2S6S-ol | 1,5-Anhydro-GlcNAc-ol | 1,5-Anhydro-GlcNAc-onic | 1,5-Anhydro-Man-ol | 1,5-Anhydro-ManNAc-ol | 1,5-Anhydro-Xyl-ol | 1,5-Anhydro-Xyl2F-ol | 1-1 | 1-2 | 1-3 | 1-4 | 1-5 | 1-6 | 1dAlt-ol | 1dEry-ol | 2,3-Anhydro-All | 2,3-Anhydro-Man | 2,3-Anhydro-Rib | 2,5-Anhydro-D-Alt-ol | 2,5-Anhydro-D-Alt3S-ol | 2,5-Anhydro-D-Tal | 2,5-Anhydro-Glc | 2,5-Anhydro-L-Man-ol | 2,5-Anhydro-Man | 2,5-Anhydro-Man-ol | 2,5-Anhydro-Man1S-ol | 2,5-Anhydro-Man3S-ol | 2,5-Anhydro-Man6S | 2,5-Anhydro-Tal-ol | 2,5-Anhydro-Tal6P | 2,6-Anhydro-Glc5NAc-ol | 2,6-Anhydro-L-Gul-ol | 2,6-Anhydro-L-Gul-onic | 2,6-Anhydro-Man-ol | 2,6-Anhydro-Tal5NAc-ol | 2,7-Anhydro-Kdo | 2,7-Anhydro-Kdof | 2-3 | 2-4 | 2-5 | 2-6 | 3,6-Anhydro-Fruf | 3,6-Anhydro-Gal | 3,6-Anhydro-Gal2S | 3,6-Anhydro-Glc | 3,6-Anhydro-L-Gal | 3,6-Anhydro-L-Gal2Me | 3-1 | 3-5 | 3-Anhydro-Gal | 3-Anhydro-Gal2S | 3dFuc | 3dGal | 3dLyxHep-ulosaric | 4,7-Anhydro-Kdo | 4,7-Anhydro-KdoOPEtn | 4,8-Anhydro-Kdo | 4-1 | 4-5 | 4d8dNeu5Ac | 4dAraHex | 4dEry-ol | 4dFuc | 4dGal | 4dNeu5Ac | 4dThrHexNAcA4en | 4eLeg5Ac7Ac | 5-1 | 5-2 | 5-3 | 5-4 | 5-5 | 5-6 | 5dAraf | 5dAraf3Me | 5dLyxf3CFo | 5dLyxf3CMe | 5dPenf3CFo | 6-1 | 6-3 | 6-4 | 6dAll | 6dAll3Me | 6dAlt | 6dAltNAc | 6dAltNAc1PP4N | 6dAltNAc1PP4NAc | 6dAltNAc3PCho | 6dAltOAc | 6dAltf | 6dAltfOAc | 6dFruf | 6dGal | 6dGalNAc | 6dGul | 6dHex | 6dHexN | 6dHexNAc4NAc | 6dManHep | 6dTal | 6dTal1PP | 6dTal2Ac | 6dTal2Ac3Ac | 6dTal2Ac3Ac4Ac | 6dTal2Ac3Me | 6dTal2Ac3Me4Ac | 6dTal2Ac4Ac | 6dTal2Me | 6dTal2Me4Ac | 6dTal3Me | 6dTal4Ac | 6dTalNAc | 6dTalNAc1PP | 6dTalNAc4Ac | 6dTalNAcOAc | 6dTalOAc | 6dTalOAcOAc | 6dTalOAcOMe | 6dTalOMe | 6dTalOMe-ol | 6dTalf | 7dNeu5Ac | 8dNeu5Ac | 8eAci5Ac7Ac | 8eLeg | 8eLeg5Ac7Ac | 8eLeg5Ac7Ac8Ac | 8eLeg5Ac7AcGro | 8eLeg5But7Ac | 8eLegNAcNBut | 9dNeu5Ac | Abe | Abe1PP | Abe2Ac | AbeOAc | AcefA | Aci5Ac7Ac | AcoNAc | All | All-ol | All1S2S3S4S | All2Ac3Ac | All2S3S4S | All3Ac | All6Ac | AllN | AllN1P | AllNAc | AllNAc6Me | AllOMe | Alt | AltA | AltA2N | AltA2S | AltAN | AltNAc | AltNAcA | AltNAcA1Prop | Altf | AltfOAc | Api | ApiOAc | ApiOMe-ol | Apif | Ara | Ara-ol | Ara1Me | Ara1N4P | Ara1P4N | Ara1PP | Ara1PP2NAc | Ara1PP4N | Ara1PP4NFo | Ara2Ac | Ara2Ac3Ac4Ac | Ara2Ac4Ac | Ara2Ac5P-ol | Ara2Me | Ara2P | Ara3Ac | Ara3Ac4Ac | Ara3Me | Ara3N | Ara4Ac | Ara4N | Ara4S | AraN | AraNMeOMe | AraOAc | AraOAcOP-ol | AraOMe | AraOPN | Araf | Araf1Coum | Araf1Fer | Araf1Gro | Araf1P | Araf1PP | Araf2Ac3Ac5Ac | Araf2Me | Araf3Me | Araf3S | ArafGro | ArafOMe | Asc | Bac | Bac1N2Ac4Ac | Bac1PP2Ac | Bac1PP2Ac4Ac | Bac2Ac | Bac2Ac4Ac | Col | Col1PP | D-2,7-Anhydro-3dManHep-ulosonic | D-2dAraHex | D-2dAraHexA | D-3dAraHep-ulosonic | D-3dLyxHep-ulosaric | D-3dLyxHep2Me-ulosaric | D-3dManHep-ulosonic | D-3dThrHex-ulosonic | D-3dThrPen | D-3dXylHexOMe | D-4dAraHex | D-4dEryHexOAcN4en | D-4dLyxHep | D-4dLyxHep1Me | D-4dLyxHex | D-4dLyxHexOMe | D-4dThrHexA4en | D-4dThrHexAN4en | D-4dThrHexOAcN4en | D-4dXylHex | D-6dAllOMe | D-6dAlt | D-6dAltHep | D-6dAltHep3Me | D-6dAltHepf | D-6dAraHex | D-6dAraHexN | D-6dAraHexNAc | D-6dAraHexOMe | D-6dIdoHep | D-6dLyxHexOMe | D-6dManHep | D-6dManHep1P | D-6dManHep2Ac | D-6dManHep3Ac | D-6dManHepOAc | D-6dManHepOP | D-6dTal | D-6dTal-ol | D-6dTal2Ac | D-6dTal2Ac3Ac | D-6dTal2Ac4Ac | D-6dTal3Me | D-6dTal3Me-ol | D-6dTal4Ac | D-6dTalHep | D-6dTalOAc | D-6dTalOAcOMe | D-6dTalOMe | D-6dXylHex | D-6dXylHexN4Ulo | D-6dXylHexNAc4Ulo | D-6dXylHexOMe | D-7dLyxOct-ulosonic | D-9dThrAltNon-onic | D-All6Ac | D-AllN | D-Alt | D-Alt1Me | D-Alt2S3S4S | D-Alt3S4S | D-Apif | D-Apif1PP | D-Apif2Ac | D-ApifOAc | D-ApifOMe | D-Ara | D-Ara-aric | D-Ara-ol | D-Ara-onic | D-Ara1P-ol | D-Ara2S4S | D-Ara4S | D-Araf | D-Araf1Me | D-Araf2Ac3Ac5Ac | D-ArafN | D-Fuc | D-Fuc-ol | D-Fuc1CoumOMe | D-Fuc1FerOMe | D-Fuc1Gro | D-Fuc1Gro3NBut | D-Fuc2Ac | D-Fuc2Ac3Me | D-Fuc2Me | D-Fuc2Me3Me | D-Fuc2Me3Me4N | D-Fuc2Me4NAc | D-Fuc2S | D-Fuc3Ac | D-Fuc3Ac4Ac | D-Fuc3Me | D-Fuc3N | D-Fuc3NAlaAc | D-Fuc3NBut | D-Fuc3NBut4Ac | D-Fuc3NFo | D-Fuc3NLac | D-Fuc3S | D-Fuc4Ac | D-Fuc4CN | D-Fuc4Me | D-Fuc4N | D-Fuc4NBut | D-Fuc4NMe | D-Fuc4S | D-FucN | D-FucNAc | D-FucNAc-ol | D-FucNAc1Prop4N | D-FucNAc4Ac | D-FucNAc4N | D-FucNAc4NAc | D-FucNAc4NMe | D-FucNAcN | D-FucNAcNMe | D-FucNAcNMeN | D-FucNAcOAc | D-FucNAcOMe | D-FucNAcOP | D-FucNAcOPEtn | D-FucNAlaAc | D-FucNAsp | D-FucNBut | D-FucNFo | D-FucNMeN | D-FucNThrAc | D-FucOAc | D-FucOAcNGroA | D-FucOAcOBut | D-FucOAcOMe | D-FucOBut | D-FucOEtn | D-FucOMe | D-FucOMe1Coum | D-FucOMe1Fer | D-FucOMeOSin | D-FucOS | D-Fucf | D-Fucf2Ac | D-FucfNAc | D-FucfOAc | D-Ido | D-IdoA | D-IdoA2S | D-IdoNAc | D-IdoNAc1N | D-Lyx | D-Rha | D-Rha-ol | D-Rha1F4NFo | D-Rha1PP | D-Rha1PP4N | D-Rha1PP4NAc | D-Rha2Me | D-Rha2Me3Me4NFo | D-Rha2Me4Me | D-Rha2Me4N | D-Rha2Me4NBut | D-Rha2Me4NFo | D-Rha2S | D-Rha3Ac4Ac | D-Rha3CMe | D-Rha3Me | D-Rha3N | D-Rha3P | D-Rha4N | D-Rha4NAc | D-Rha4NBut | D-Rha4NFo | D-Rha4NLac | D-RhaCMe | D-RhaGro | D-RhaN | D-RhaNAc | D-RhaNAc2Me3Me | D-RhaNAcOAc | D-RhaNFo | D-RhaOMe | D-RhaOP | D-RhaOS | D-Sor | D-Sorf | D-Sorf1Cl4Cl6Cl | D-Thre-ol | DDAltHep | DDAltHep3Me | DDAltHepOMe | DDGalHep | DDGalHepOMe | DDGlcHep | DDManHep | DDManHep2PEtn7PEtn | DDManHep3P6P | DDManHep7PCho | DDManHepOAc | DDManHepOBut | DDManHepOEtn | DDManHepOMe | DDManHepOP | DDManHepOPEtn | DDManHepOPGroA | DDManHepPGroA | DL-3,9dGalNon5NAc7NAc-ulosonic | DL-3,9dGlcNon5NAm7Ac-ulosonic | DL-3,9dGlcNon5NAm7Am-ulosonic | DLGlcHep3Me6Me | DLGlcHep6Me | DLGlcHepOMe | DLHepGlcOMe | Dha | Dig | Dig3Ac | Dig3Ac4Ac | Dig3CMe | Dig3Fo | Dig3Fo4Fo | Dig3Me | Dig3Me4Me | Dig4Ac | Dig4Me | DigOAc | DigOMe | Erwiniose | Ery-ol | Ery-onic | Ery4Ac-ol | EryOMe-onic | Fru | Fru3MeOPN | Fruf | Fruf1Ac | Fruf1Ac4Ac | Fruf1Cl4Br6Cl | Fruf1Cl4Cl6Cl | Fruf1Cl4F6Cl | Fruf1Cl4I6Cl | Fruf1Cl4Me6Cl | Fruf1Cl6Cl | Fruf1CoumOAcOBz | Fruf1CoumOBz | Fruf1Fer | Fruf1FerOAc | Fruf1FerOBz | Fruf1S3S4S6S | Fruf3Ac | Fruf4Ac | Fruf4Ac6Ac | Fruf4F | Fruf6Ac | Fruf6Br | Fruf6F | Fruf6I | Fruf6Lau | Fruf6Me | Fruf6N | Fruf6NAc | Fruf6P | FrufOAc | FrufOAc1Fer | FrufOAcOBz1Coum | FrufOBz1Coum | FrufOBz1Fer | FrufOBzOCin | FrufOLau | Fuc | Fuc-ol | Fuc1N | Fuc1N4NBz7Et-ol | Fuc1P | Fuc1PP | Fuc1PamOMe | Fuc1VacOMe | Fuc2Ac | Fuc2Ac3Ac4Ac | Fuc2Me | Fuc2Me3Me | Fuc2Me3Me4Ac | Fuc2Me3Me4Me | Fuc2Me3S | Fuc2Me4Ac | Fuc2Me4Me | Fuc2Me4NAc | Fuc2N | Fuc2NAm | Fuc2S | Fuc2S3S4S | Fuc2S4S | Fuc3Ac | Fuc3Ac4Ac | Fuc3Me | Fuc3Me4Me | Fuc3N | Fuc3NBut4Ac | Fuc3NGly | Fuc3NMe | Fuc3S | Fuc3S4S | Fuc4Ac | Fuc4Me | Fuc4N | Fuc4NBut | Fuc4S | FucN | FucNAc | FucNAc-ol | FucNAc1PP | FucNAc3Ac | FucNAc4NMe | FucNAcA | FucNAcN | FucNAcNMe | FucNAcOAc | FucNAcPGro | FucNAla | FucNAm | FucNAm1Me | FucNAm3Ac | FucNBut | FucNFo | FucNProp | FucNThrAc | FucOAc | FucOAcNAm | FucOAcOMe | FucOAcOSOMe | FucOMe | FucOMe1Pam | FucOMe1Vac | FucOPOMe | FucOS | FucOSOMe | Fucf | FucfNAc | Fus5Ac | Fus5Am | Gal | Gal-ol | Gal-onic | Gal1Cer | Gal1Et | Gal1Etn | Gal1Gro | Gal1Me | Gal1Me3P | Gal1P | Gal1PGro | Gal1PGro2Ac3Ac | Gal1PP | Gal1S | Gal2Ac | Gal2Ac3Ac | Gal2Ac3Ac4Ac | Gal2Ac3Ac4Ac6Ac | Gal2Ac3Ac4Pyr | Gal2Ac3Ac6Ac | Gal2Ac4Ac | Gal2Ac4Ac6Ac | Gal2Ac4Pyr | Gal2Et3S4S6Et | Gal2Et4S6Et | Gal2F | Gal2F3Me | Gal2Me | Gal2Me3Me | Gal2Me3Me4Me | Gal2Me6Me | Gal2N | Gal2NAla | Gal2PCho | Gal2PGro | Gal2PGro6MeOPN | Gal2Pyr | Gal2S | Gal2S3S | Gal2S3S4S6S | Gal2S6S | Gal3Ac | Gal3Ac4Ac | Gal3Ac4Ac6Ac | Gal3Ac6Ac | Gal3CN | Gal3Cl6Cl | Gal3F | Gal3Lac | Gal3Me | Gal3Me4Cl6Cl | Gal3Me4S | Gal3Me6S | Gal3N | Gal3NAc | Gal3P | Gal3P4P | Gal3PCho | Gal3PCho6PEtn | Gal3PGro | Gal3Pyr | Gal3S | Gal3S4S | Gal3S6Et | Gal3S6S | Gal4Ac | Gal4Ac6Ac | Gal4Cl | Gal4F | Gal4Me | Gal4Me6Me | Gal4N | Gal4NAc | Gal4NAc5NAc-onic | Gal4P | Gal4P6P | Gal4PGro | Gal4Pyr | Gal4S | Gal4S6S | Gal5NAc-ol | Gal6Ac | Gal6Aep | Gal6F | Gal6Lac-ol | Gal6Me | Gal6N | Gal6NAc | Gal6P | Gal6PCho | Gal6PChoOAc | Gal6PEtn | Gal6PGro | Gal6Pyr | Gal6S | Gal6S-ol | Gal6ulo | GalA | GalA-ol | GalA1Me | GalA1P | GalA1P6N | GalA1PP | GalA1PP2NAc | GalA1Prop | GalA2Ac | GalA2Ac3Ac | GalA2Ac4Fo | GalA2N | GalA2NAc | GalA2NAc3Ac | GalA2NAc3Ac4Me | GalA2NAc3Ac6N | GalA2NAc3NAc6N | GalA2NAc6Me | GalA2NAc6N | GalA2NFo | GalA2S | GalA2S3S | GalA2S3S6Me | GalA3Ac | GalA3Ac4Ac6GroN | GalA3Ac6Thr | GalA3Me | GalA3Me4Ac6Me | GalA3P | GalA4Ac | GalA4Ac6Ser | GalA4Me | GalA4PEtn6Lys | GalA6Ala | GalA6CetLys | GalA6Lys | GalA6Me | GalA6N | GalA6Ser | GalA6Thr | GalA6ThrAc | GalAAla | GalAAlaLys | GalAGroN | GalALys | GalAN | GalANCys | GalANCysAc | GalANSerAc | GalAOAc | GalAOAcGroN | GalAOAcNAm | GalAOAcOLac | GalAOAcOMe | GalAOAcThr | GalAOLac | GalAOMe | GalAOP | GalAOPEtn | GalAOPyr | GalAP3 | GalASer | GalAThr | GalGro | GalGroN | GalN | GalN-ol | GalN1P | GalN1PP | GalN2Ac | GalN2Ala | GalN2Suc | GalN2Suc-ol | GalN6Me | GalN6PEtn | GalNAc | GalNAc-ol | GalNAc1Etn | GalNAc1Me | GalNAc1N | GalNAc1P | GalNAc1P3Ac | GalNAc1PGro | GalNAc1PP | GalNAc1PP4S | GalNAc1PP4S6S | GalNAc3Ac | GalNAc3Ac4Ac6Ac | GalNAc3Ac4PGro | GalNAc3Me | GalNAc3P | GalNAc3PCho | GalNAc3PGro | GalNAc3PGro6Ac | GalNAc3PGroAN | GalNAc3S | GalNAc4Ac | GalNAc4Ac6Ac | GalNAc4Me | GalNAc4PEtn | GalNAc4PGro | GalNAc4Pyr | GalNAc4S | GalNAc4S-ol | GalNAc4S6S | GalNAc6Ac | GalNAc6Aep | GalNAc6Me | GalNAc6P | GalNAc6PCho | GalNAc6PEtn | GalNAc6PGro | GalNAc6S | GalNAc6S-ol | GalNAcA | GalNAcA3Ac | GalNAcA3Ac6N | GalNAcA3Me | GalNAcA3Myr | GalNAcA4Ac | GalNAcA6Ala | GalNAcA6N | GalNAcAAla | GalNAcAN | GalNAcAOAc | GalNAcAOAcN | GalNAcASer | GalNAcGro | GalNAcN | GalNAcOAc | GalNAcOAcOP | GalNAcOMe | GalNAcOP | GalNAcOPCho | GalNAcOPEtn | GalNAcOPGro | GalNAcOS | GalNAcPGro | GalNAla | GalNAmA | GalNBz | GalNCysGly | GalNFoA | GalNFoA3Ac6N | GalNFoA6N | GalNFoAN | GalNOAc | GalNPCho | GalOAc | GalOAcN | GalOAcNAla | GalOAcNFoA | GalOAcNFoAN | GalOAcOMe | GalOAcOP | GalOAcOPGro | GalOAcOPyr | GalOAcPGro | GalOFoAN | GalOLac | GalOLac-ol | GalOMe | GalOMeF | GalOMeNAla | GalOP | GalOPCho | GalOPEtn | GalOPGro | GalOPyr | GalOS | GalPCho | GalPGro | GalcNAc6P | Galf | Galf1Bn | Galf1Et | Galf1Me | Galf1Oc | Galf1P | Galf1PP | Galf2Ac | Galf2Ac3Ac5Ac6Ac | Galf3Ac | Galf3Ac5Ac | Galf3Ac6Ac | Galf3Lac | Galf4Pyr | Galf5Ac6Ac | Galf5P | Galf5Pyr | Galf6Ac | Galf6P | Galf6PCho | Galf6PGro | GalfGro | GalfNAc | GalfOAc | GalfOAcGro | GalfOAcOLac | GalfOAcOPGro | GalfOAcPGro | GalfOP | GalfOPCho | GalfOPGro | GalfPCho | GalfPGro | Glc | Glc-ol | Glc-onic | Glc1Beh6Ac | Glc1Cer | Glc1Cer6Aep | Glc1Coum | Glc1Coum6Ac | Glc1Et | Glc1Etn | Glc1Etn2Ac | Glc1F | Glc1Fer | Glc1Fer6Ac | Glc1Gro | Glc1Gro6PEtn | Glc1GroA | Glc1Hxo | Glc1Lin | Glc1Lin6Ac | Glc1Me | Glc1Me2S3Me6S | Glc1Me2S3S6S | Glc1N | Glc1N-ol | Glc1N-onic | Glc1N4Me | Glc1NAc | Glc1NGc | Glc1Oco | Glc1Ole | Glc1Ole3Ac4Ac | Glc1Ole3Ac4Ac6Ac | Glc1Ole3P4P6Ac | Glc1Ole3Pp4Pp | Glc1Ole6Ac | Glc1P | Glc1P2Lau | Glc1P2Lau3Dco | Glc1P2Lau3Lau | Glc1P2Myr3Myr | Glc1P6Ac | Glc1PEtn | Glc1PGro | Glc1PP | Glc1PP3N | Glc1PP6S | Glc1Pam | Glc1Pam6Ac | Glc1PamOPN | Glc1S | Glc1S2Ac3Ac6Ac | Glc1Ste6Ac | Glc2Ac | Glc2Ac3Ac | Glc2Ac3Ac4Ac | Glc2Ac3Ac4Ac6Ac | Glc2Ac3Ac4PGro | Glc2Ac3Ac5Ac6Ac | Glc2Ac3Ac6Ac | Glc2Ac3S | Glc2Ac4Ac6Ac | Glc2Ac4PGro | Glc2Ac6Ac | Glc2Ac6S | Glc2Br | Glc2Br3Ac4Ac6Br | Glc2Et3S4S6Et | Glc2Et4S6Et | Glc2F | Glc2Gc | Glc2Gc3Gc4Gc | Glc2GroA | Glc2GroA6Ac | Glc2Hxo6Ac | Glc2Lau3Dco | Glc2Lau3Dco4P | Glc2Lau3Lau4P | Glc2Me | Glc2Me3Me4Me | Glc2Me3Me4Me6Me | Glc2Me3Me4Me6S | Glc2Me3Me5Me6Me-ol | Glc2Me3Me6Me | Glc2Me3Me6S | Glc2Me4Me | Glc2Me6N | Glc2Myr3Myr4P | Glc2NAc3NAc-aric | Glc2Oco3Ac | Glc2Ole6AcNCm | Glc2P | Glc2P3P6Ac | Glc2PGro | Glc2Pam | Glc2Pam6AcNCm | Glc2Pp3Pp6Ac | Glc2S | Glc2S3Me4Me6S | Glc2S3Me6S | Glc2S3S | Glc2S3S4Me6S | Glc2S3S4S | Glc2S3S4S6S | Glc2S3S5S6S-onic | Glc2S3S6S | Glc2S4S | Glc2S4S6S | Glc2S6SN | Glc2Ste | Glc2Vac6AcNCm | Glc2Vac6AcNMe | Glc2Vac6AcNOCm | Glc3Ac | Glc3Ac4Ac | Glc3Ac4Ac6Ac | Glc3Ac4PGro | Glc3Ac6Ac | Glc3F | Glc3Gc | Glc3Gc4Gc | Glc3Lac | Glc3Me | Glc3Me4Pyr | Glc3Me6Me | Glc3Me6S | Glc3N | Glc3NAc | Glc3P | Glc3P-ol | Glc3P4P | Glc3P4P6Ac | Glc3PEtn6PEtn | Glc3PGro | Glc3S | Glc3S-ol | Glc3S4S | Glc3S4S6S | Glc3S6Et | Glc3S6S | Glc4Ac | Glc4Ac6Ac | Glc4Ac6PCho | Glc4Lac | Glc4Me | Glc4Me6Me | Glc4N | Glc4P | Glc4PEtn | Glc4PGro | Glc4Pyr | Glc4S | Glc4S6S | Glc5CF | Glc5N | Glc5S | Glc6Ac | Glc6Ac-ol | Glc6Ac1Coum | Glc6Ac1Fer | Glc6AcGro | Glc6AcGroA | Glc6AcNBut | Glc6AcNCm2Ole | Glc6AcNCm2Pam | Glc6AcNCm2Vac | Glc6AcNMe2Vac | Glc6AcNMeOCm | Glc6AcNMeOCm2Vac | Glc6AcNOCm2Vac | Glc6AcOP | Glc6AcOPGro | Glc6AcPGro | Glc6F | Glc6I | Glc6Me | Glc6Me-onic | Glc6N | Glc6NAc | Glc6P | Glc6P-ol | Glc6PCho | Glc6PEtn | Glc6PGro | Glc6PGroA | Glc6PGroAc | Glc6S | Glc6S-ol | Glc6Thr | Glc6uloN | GlcA | GlcA1Cer | GlcA1Gro | GlcA1Me2NAc | GlcA1P | GlcA1PGroA6N | GlcA1PP | GlcA1PP2NAc | GlcA1PP2NAc3N | GlcA1PP2NAc3NAc | GlcA2Ac | GlcA2Ac3Ac | GlcA2Me | GlcA2Me3Me | GlcA2Me4Me | GlcA2N | GlcA2NAc | GlcA2NAc3N | GlcA2NAc3N6N | GlcA2NAc3NAc | GlcA2NAc3NAc4Ac | GlcA2NAc3NAc6N | GlcA2NAc4Me | GlcA2Pyr | GlcA2S | GlcA2S3Ac | GlcA2S3Me | GlcA2S3S | GlcA3Ac | GlcA3Fo4Me | GlcA3Lac | GlcA3N | GlcA3NAc | GlcA3S | GlcA3S6Me | GlcA4Ac | GlcA4Ac6Ser | GlcA4Lac | GlcA4Me | GlcA4Me6Me | GlcA4Me6N | GlcA6Ac | GlcA6Ala | GlcA6CetLys | GlcA6Etn | GlcA6Gly | GlcA6GroN | GlcA6Lys | GlcA6Me | GlcA6N | GlcA6S | GlcA6Ser | GlcA6Thr | GlcA6ThrAc | GlcAAlaLys | GlcAGlu | GlcAGro | GlcAGroN | GlcALys | GlcAN | GlcAN2But3NBut | GlcAOAc | GlcAOBut | GlcAOEtn | GlcAOLac | GlcAOMe | GlcAOP | GlcAOPyr | GlcAOS | GlcASer | GlcCho | GlcGro | GlcGroA | GlcN | GlcN-ol | GlcN-onic | GlcN1Me2S6S | GlcN1N | GlcN1N2Gc | GlcN1P | GlcN1P2Ach3Myr | GlcN1P2Dco3Dco | GlcN1P2Dco3Myr | GlcN1P2Lau | GlcN1P2Lau3Dco | GlcN1P2Lau3Lau | GlcN1P2Mar3Pam | GlcN1P2Myr | GlcN1P2Myr3Dco | GlcN1P2Myr3Lau | GlcN1P2Myr3Myr | GlcN1P2Pam | GlcN1P2Pam3Myr | GlcN1P2Ste3Myr | GlcN1P2Ste3Pam | GlcN1P2Ste3Ste | GlcN1P3N | GlcN1PEtn | GlcN1PEtn2Myr3Myr | GlcN1PEtn2Ste3Pam | GlcN1PLau3Dco | GlcN1PP | GlcN1PP2Lau | GlcN1PP2Myr3Myr | GlcN1PPEtn2Dco3Dco | GlcN1PPEtn2Lau3Lau | GlcN1PPEtn2Myr3Lau | GlcN1PPEtn2Myr3Myr | GlcN1PPEtn2Myr3NMyr | GlcN1PPEtn2Ste3NPam | GlcN1Ste2Myr3N | GlcN1Vac | GlcN2Ac | GlcN2Ach3Myr4P | GlcN2Ach3NPam4P | GlcN2Ala | GlcN2Ala3Ac | GlcN2AlaAc | GlcN2But | GlcN2But3NFoA6N | GlcN2Dco3Dco4P | GlcN2Dco3Dco4PPEtn | GlcN2Dco3Myr3P | GlcN2Dco4P | GlcN2Fo | GlcN2Gc | GlcN2Gly | GlcN2Lau3Dco4P | GlcN2Lau3Lau4P | GlcN2Lau3Myr4P | GlcN2Lau4P | GlcN2Mar | GlcN2Mar3Myr | GlcN2Mar3Pam | GlcN2Me | GlcN2Me2Ole3Cm | GlcN2Me2Ole4Cm | GlcN2Me2Ole6Cm | GlcN2Me3Cm4Cm6Cm | GlcN2Me3Me4P | GlcN2Myr | GlcN2Myr3Dco | GlcN2Myr3Dco4P | GlcN2Myr3Lau | GlcN2Myr3Lau4P | GlcN2Myr3Lau4PPEtn | GlcN2Myr3Myr | GlcN2Myr3Myr4P | GlcN2Myr3Myr4PEtn | GlcN2Myr3Myr4PP | GlcN2Myr3Myr4PPEtn | GlcN2Myr3NLau | GlcN2Myr3NMyr | GlcN2Myr3NMyr4P | GlcN2Myr3NMyr4PPEtn | GlcN2Myr3NPam | GlcN2Myr3Pam4P | GlcN2Myr4P | GlcN2Ole | GlcN2Ole6Ac | GlcN2Pam | GlcN2Pam-onic | GlcN2Pam3Myr | GlcN2Pam3Myr-onic | GlcN2Pam3Myr4P | GlcN2Pam3NMyr | GlcN2Pam3NMyr4P | GlcN2Pam4P | GlcN2Pam6Ac | GlcN2S | GlcN2S-ol | GlcN2S3Me4Me6S | GlcN2S3S | GlcN2S3S6S | GlcN2S4Me6S | GlcN2S6S | GlcN2S6S-ol | GlcN2Ste | GlcN2Ste-onic | GlcN2Ste3Myr | GlcN2Ste3Myr-onic | GlcN2Ste3NMyr | GlcN2Ste3Pam4P | GlcN2Suc | GlcN2Vac | GlcN2Vac6Ac | GlcN3Ac4Ac6Ac | GlcN3Lau4P | GlcN3N | GlcN3N4P | GlcN3N4PP | GlcN3N4PPEtn | GlcN3NMyr | GlcN3S | GlcN3S6S | GlcN4Ac | GlcN4P | GlcN4P6Ac | GlcN4PEtn | GlcN4PP | GlcN4PPEtn | GlcN6Ac | GlcN6Aep | GlcN6Me | GlcN6N | GlcN6P | GlcN6PCho | GlcN6PEtn | GlcN6S | GlcNAC-ol | GlcNAc | GlcNAc-ol | GlcNAc-onic | GlcNAc1Cer | GlcNAc1Etn | GlcNAc1Gro | GlcNAc1Me | GlcNAc1Me6S | GlcNAc1N | GlcNAc1N-ol | GlcNAc1N3N | GlcNAc1N3S | GlcNAc1N5CN | GlcNAc1N6Me | GlcNAc1N6N | GlcNAc1NAc | GlcNAc1Ole6Ac | GlcNAc1OleOAcOCm | GlcNAc1P | GlcNAc1P-ol | GlcNAc1P4PCho | GlcNAc1PGro | GlcNAc1PP | GlcNAc1PP3P | GlcNAc1Pam6Ac | GlcNAc1PamOAcOCm | GlcNAc1Prop | GlcNAc1S | GlcNAc1Ser | GlcNAc1Thr | GlcNAc1VacOAc | GlcNAc1VacOAcOCm | GlcNAc2Ala | GlcNAc2GroA6P | GlcNAc3Ac | GlcNAc3Ac4Ac | GlcNAc3Ac4Ac6Ac | GlcNAc3Ac4PGro | GlcNAc3Ac4Pyr | GlcNAc3Ac6Ac | GlcNAc3Lac | GlcNAc3Me | GlcNAc3N | GlcNAc3N4Ac6N | GlcNAc3NAc | GlcNAc3NAc4Ac | GlcNAc3Prop | GlcNAc3S | GlcNAc3S-ol | GlcNAc3S4S6S | GlcNAc3S6S | GlcNAc4Ac | GlcNAc4Dhpa | GlcNAc4F | GlcNAc4Lac | GlcNAc4Lac6Ac | GlcNAc4Me | GlcNAc4Me6Me | GlcNAc4N | GlcNAc4NAc | GlcNAc4P | GlcNAc4P-ol | GlcNAc4PCho6P | GlcNAc4PGro | GlcNAc4Pyr | GlcNAc6AEP | GlcNAc6Ac | GlcNAc6Aep | GlcNAc6Cl | GlcNAc6Gc | GlcNAc6I | GlcNAc6Me | GlcNAc6N | GlcNAc6NAc | GlcNAc6P | GlcNAc6P-ol | GlcNAc6PCho | GlcNAc6PEtNAc | GlcNAc6PEtg | GlcNAc6PEtn | GlcNAc6PGro | GlcNAc6Pyr | GlcNAc6S | GlcNAc6S-ol | GlcNAcA | GlcNAcA3Ac | GlcNAcA3Ac4NAc | GlcNAcA3N | GlcNAcA3NAc | GlcNAcA3NAc4Ac | GlcNAcA3NAc6N | GlcNAcA3NAlaFo6N | GlcNAcA3NAm | GlcNAcA3NBut | GlcNAcA3NFoAla6N | GlcNAcA3NSucAc6N | GlcNAcA3S | GlcNAcA6Ala | GlcNAcA6Gly | GlcNAcAAla | GlcNAcAN | GlcNAcANAla | GlcNAcANAlaAc | GlcNAcANAlaFo | GlcNAcAOAc | GlcNAcAOMe | GlcNAcAla | GlcNAcGlu | GlcNAcGly | GlcNAcGro | GlcNAcN | GlcNAcN-ol | GlcNAcNAla | GlcNAcNAlaFo | GlcNAcNAmA | GlcNAcOAc | GlcNAcOAc1Vac | GlcNAcOAcNAla | GlcNAcOAcOCm1Ole | GlcNAcOAcOCm1Pam | GlcNAcOAcOCm1Vac | GlcNAcOAcOLac | GlcNAcOAcOS-ol | GlcNAcOLac | GlcNAcOLacAla | GlcNAcOLacGro | GlcNAcOMe | GlcNAcOP | GlcNAcOPCho | GlcNAcOPEtg | GlcNAcOPEtn | GlcNAcOPGro | GlcNAcOPGroA | GlcNAcOPOAch | GlcNAcOPyr | GlcNAcOS | GlcNAcOS-ol | GlcNAcPCho | GlcNAcPGro | GlcNAcPGroA | GlcNAm | GlcNAmA | GlcNBut | GlcNButOAc | GlcNCm1OleOCm | GlcNCm1Vac | GlcNCm1VacOCm | GlcNCmOCm | GlcNCmOCm1Ole | GlcNCmOCm1Vac | GlcNGc | GlcNGly | GlcNMe | GlcNMe1PamOCm | GlcNMe1Vac | GlcNMe1VacOCm | GlcNMe2Vac | GlcNMe2Vac3Cm4Cm | GlcNMeOCm | GlcNMeOCm1Pam | GlcNMeOCm1Vac | GlcNMeOCm2Pam | GlcNMeOCm2Vac | GlcNMeOCmOSte | GlcNMeOSte | GlcNOAc | GlcNOCm1Vac | GlcNOCmOAch | GlcNOMar | GlcNOMyr | GlcNOP | GlcNOPEtn | GlcNOPyr | GlcNP3NFoA6N | GlcNProp | GlcNS3S | GlcNS3S6S | GlcNS6S | GlcOAc | GlcOBz | GlcOCm2Vac6AcNMe | GlcOCm6AcNMe | GlcOEtnN | GlcOGly | GlcOLac | GlcOMal | GlcOMe | GlcOMe-ol | GlcOMeN | GlcOMeNOMyr | GlcOMeOPyr | GlcOP | GlcOP-ol | GlcOP1Ole | GlcOPCho | GlcOPChoGro | GlcOPEtn | GlcOPEtnN | GlcOPGro | GlcOPN | GlcOPN1Pam | GlcOPNOMyr | GlcOPPEtn | GlcOPyr | GlcOS | GlcOSN | GlcOSNMeOCm | GlcOSin | GlcPCho | GlcPChoGro | GlcPGro | GlcS | GlcThr | Glcf | Gul | Gul-onic | GulA | GulN | GulNAc | GulNAc1N | GulNAc1N6Me | GulNAcA | GulNAcAN | GulNAcANAm | Hep | Hep3Me6Me | Hep4P | HepOP | Hex | Hex-ol | HexA | HexA2NAc3NAc | HexA2S | HexA6S | HexN | HexN2Me | HexNAc | HexNAc-ol | HexNAcOPCho | HexNAcOPEtn | HexNAcOS | HexOAc | HexOMe | HexOMeOFo | HexOS | Hexf | Ido | Ido-onic | Ido2S | IdoA | IdoA1Me2S | IdoA1PP | IdoA2Ac3Ac | IdoA2Me3Me | IdoA2S | IdoA2S3Ac | IdoA2S3Et | IdoA2S3Me | IdoA2S3S | IdoA2S4Me | IdoA2S6Me | IdoA2S6S | IdoA3S | IdoAOS | IdoN | IdoN6N | IdoNAc | IdoNAc1N | IdoNAc6NAc | Ins | Ins3PEtn | Kdn | Kdn1N | Kdn2P | Kdn5Ac | Kdn7Pyr | Kdn8Me | Kdn9Ac | Kdn9Me | KdnNAc | KdnOMe | Kdo | Kdo-ol | Kdo1Me | Kdo1N | Kdo2Me | Kdo2P | Kdo2P8N | Kdo2PGro | Kdo4Ac | Kdo4Ac5Ac | Kdo4Ac5S | Kdo4P | Kdo4P8P | Kdo4PPEtn | Kdo4PPEtn8N | Kdo5Me | Kdo5P | Kdo5PGro | Kdo5S | Kdo7Ac | Kdo7Me | Kdo7P | Kdo7PEtn | Kdo7Pyr | Kdo8Ac | Kdo8P | Kdo8PEtn | Kdo8Pp | KdoN | KdoOAc | KdoOMe | KdoOP | KdoOPEtn | KdoOPN | KdoOPOEtn | KdoOPPEtn | KdoOPPEtnN | Kdof | Ko | Ko2Me | KoOMe | KoOPEtn | L-2dThrPen4N | L-2dThrPen4NMe | L-4dEry-ol | L-4dEryHexAN4en | L-4dThrHex4en | L-4dThrHexA4en | L-4dThrHexA4en6N | L-4dThrHexA4enAla | L-4dThrHexAN4en | L-4dThrHexNAcA4en6N | L-4dThre-ol | L-6dAll | L-6dAraHex | L-6dAraHexOMe | L-6dGalHep | L-6dGalHepOP | L-6dGalHepf | L-6dGul | L-6dGulHep | L-6dGulHepOMe | L-6dGulHepOP | L-6dGulHepf | L-6dXylHexNAc4Ulo | L-All | L-Dig | L-Dig3Me | L-Dig4Me | L-DigOMe | L-Ery-ol | L-Fru | L-Gal | L-Gal-onic | L-Gal1PP | L-Gal2S | L-Gal3S | L-Gal6S | L-GalA2N | L-GalA2NAc | L-GalA2NAc3NAc | L-GalA2NAc4Ac | L-GalA3Me | L-GalANAm3Ac | L-GalAOAcNAm | L-GalNAc | L-GalNAc-onic | L-GalNAcA | L-GalNAcA3Ac | L-GalNAcAN | L-GalNAcAOAc | L-GalNAmA | L-GalOS | L-Glc | L-Glc2S3S | L-Glc3Me | L-Glc3Me6Me | L-GlcA | L-GlcN2Me | L-GlcN2Me3P | L-GlcNAc | L-GlcOMe | L-Gul | L-Gul-onic | L-Gul1PP | L-Gul4NAc5NAc-onic | L-GulA | L-GulA2N | L-GulA2NAc | L-GulA2NAc3Et | L-GulA2NAc3N | L-GulA2NAc3NAc | L-GulA2NAc3NAm | L-GulA2S | L-GulAN | L-GulNAc | L-GulNAc3Ac | L-GulNAcA | L-GulNAcA3Ac6Gly | L-GulNAcA3NAc | L-GulNAcA3NAm | L-GulNAcA6Gly | L-GulNAcAN | L-GulNAcANAm | L-GulNAcANEtn | L-GulNAcAOAc | L-GulNAcAOAcN | L-GulNAcAOEtn | L-Lyx | L-Man | L-Man-ol | L-Man2Me4Me | L-Man3Me | L-Man6Me | L-ManNAc | L-Oli | L-Oli3CMe | L-Oli3CMe4Ac | L-Oli3CNMe | L-Oli3Me | L-Oli3Me4Ac | L-Oli4Me | L-Psif | L-Qui | L-Qui2Me4N | L-Qui3Ac4Ac | L-Qui3NAc | L-Qui3NAc4Me | L-Qui4N | L-QuiN | L-QuiNAc | L-QuiNAc4P | L-QuiNAcOMe | L-QuiNAcOP | L-Ribf | L-Tal | L-TalNAc | L-Xyl | L-Xyl1N4Me | L-Xyl1N4Me-onic | L-Xyl3Me | L-XylOMe | LDIdoHep | LDIdoHepPro | LDManHep | LDManHep1Me4P | LDManHep2Ac | LDManHep2Gly4P | LDManHep2P4P | LDManHep2PPEtn | LDManHep2PPEtn4P | LDManHep3P | LDManHep3PEtn | LDManHep4P | LDManHep4P6Gly | LDManHep4P6P | LDManHep4PEtn | LDManHep4PEtn7PEtn | LDManHep4PGly | LDManHep4POGly | LDManHep4PPEtn | LDManHep6P | LDManHep6P7Cm | LDManHep6PEtn | LDManHep6PPEtn | LDManHep7P | LDManHep7PEtn | LDManHepGly | LDManHepGroN | LDManHepOAc | LDManHepOCm | LDManHepOEtn | LDManHepOGly | LDManHepOMe | LDManHepOP | LDManHepOPEtn | LDManHepOPGroA | LDManHepOPOCm | LDManHepOPOMe | LDManHepOPOPEtn | LDManHepOPOPPEtn | LDManHepOPPEtn | LDManHepPGroA | Leg | Leg2P5Ac7Ac | Leg4Ac5Ac7Ac | Leg5Ac | Leg5Ac7Ac | Leg5Ac7Ala | Leg5Ac7But | Leg5Am7Ac | Leg5But7Ac | Leg5Fo7Ac | LegNAc | LegNAcAla | LegNAcNAla | LegNAcNAm | LegNAcNBut | LegNFo | Lyx | Lyx-ol | Lyx2Me | Lyx2N-ol | Lyxf | Lyxf3CFo | Man | Man-ol | Man-onic | Man1Cer | Man1Et | Man1Etn | Man1Me | Man1Me2Et | Man1Me2S3S6S | Man1Me4Me | Man1N | Man1N-ol | Man1P | Man1P-ol | Man1PEtn-ol | Man1PP | Man1Prop | Man1S | Man1S2Ac3Ac4Ac | Man1S2S4S6S | Man1S3S4S6S | Man1Ser | Man2Ac | Man2Ac3Ac4Ac | Man2Ac3Ac4Ac6Ac | Man2Ac4Ac6Ac | Man2Ac6Ac | Man2Br | Man2But | Man2But6Ac | Man2Cl6Cl | Man2Et | Man2F | Man2Me | Man2Me4N | Man2Me6Me | Man2N | Man2N-ol | Man2Oco3Hxo4Hxo6Hxo | Man2Oco3Oco4Oco6Oco | Man2Oco6Ac | Man2P | Man2PEtn | Man2PMe | Man2S | Man2S3S4S6P | Man2S3S6S | Man2S4S6S | Man2S6S | Man3Ac | Man3CMe | Man3CN | Man3Et | Man3Fo | Man3Me | Man3N | Man3P | Man3PGro | Man3PMe | Man3S | Man3S4S6S | Man3S6S | Man4Ac | Man4Ac6Ac | Man4CN | Man4Dhpa | Man4Lac | Man4Me | Man4Me6Me | Man4N | Man4Pyr | Man4S | Man5P-ol | Man6AEP | Man6Ac | Man6Aep | Man6F | Man6Me | Man6N | Man6P | Man6P-ol | Man6PCho | Man6PEtn | Man6S | ManA | ManA1PP | ManA1PP2NAc | ManA1PP2NAc3NAc | ManA2Ac | ManA2Ac3Ac | ManA2NAc | ManA2NAc3N | ManA2NAc3NAc | ManA2NAc3NAc6N | ManA2NAc3NAm | ManA2NAc6P | ManA6Me | ManAOAc | ManN | ManN-ol | ManN-onic | ManN1N-ol | ManN2But | ManN3N | ManNAc | ManNAc-ol | ManNAc1Me | ManNAc1Me3Ac | ManNAc1N | ManNAc1P | ManNAc1P3Ac | ManNAc1P3Ac4Ac | ManNAc1P4Ac | ManNAc1PP | ManNAc2NAc | ManNAc2NAc6Thr | ManNAc3Ac | ManNAc4Ac | ManNAc4Ac6Ac | ManNAc4Lac | ManNAc4P | ManNAc4PGroA | ManNAc4Pyr | ManNAc6Ac | ManNAc6PEtn | ManNAcA | ManNAcA1Gro3NAc | ManNAcA2NAc | ManNAcA2NAc4Me | ManNAcA3NAc | ManNAcA3NAc6Ala | ManNAcA3NAc6N | ManNAcA3NAm | ManNAcA3NAm6Thr | ManNAcA4Ac | ManNAcA4Me6N | ManNAcA6Thr | ManNAcAAla | ManNAcAN | ManNAcANAm | ManNAcANEtn | ManNAcANOOrn | ManNAcAOAc | ManNAcASer | ManNAcGroA | ManNAcOAc | ManNAcOMe | ManNAcOPGro | ManNAcOPyr | ManNAcPGro | ManNOPGro | ManNPGro | ManOAc | ManOAcN | ManOAcOMe | ManOAcOPyr | ManOEtn | ManOLac | ManOMe | ManOP | ManOP-ol | ManOPCho | ManOPEtn | ManOPOMe | ManOPOPyr-ol | ManOPyr | ManOS | ManPMe | Manf | Manf1Me | Manf1Me5P | Mur | MurN | MurNAc | MurNAc-ol | MurNAc1Me | MurNAc1PP | MurNAc6Ac | MurNAc8Ala | MurNAcAla | MurNAcOP | MurNAcSer | Neu | Neu1Me4Ac5Ac7Ac8Ac9Ac | Neu1Me5Ac | Neu1N5Ac | Neu1N5Gc | Neu1NMe5Ac | Neu2P5Ac | Neu2P5Gc | Neu4Ac | Neu4Ac5Ac | Neu4Ac5Ac6Ac | Neu4Ac5Ac7Ac | Neu4Ac5Ac7Ac8Ac9Ac | Neu4Ac5Ac9Ac | Neu4Ac5Gc | Neu4Ac7Ac9Ac | Neu4Ac9Ac | Neu4Gc5Ac | Neu4Me5Ac | Neu4Me5Ac9Me | Neu4NAc5Ac | Neu5Ac | Neu5Ac6Ac | Neu5Ac7Ac | Neu5Ac7Ac8Ac | Neu5Ac7Ac9Ac | Neu5Ac8Ac | Neu5Ac8Me | Neu5Ac8S | Neu5Ac9Ac | Neu5Ac9Me | Neu5Ac9N | Neu5Ac9NAc | Neu5AcNAc | Neu5AcOAc | Neu5AcOMe | Neu5AcOS | Neu5Fo | Neu5Gc | Neu5Gc7Ac | Neu5Gc8Me | Neu5Gc8S | Neu5Gc9Ac | Neu5Gc9Me | Neu5GcOMe | Neu5GcOS | Neu5Pp | Neu7Ac9Ac | Neu8Me | Neu9Ac | NeuNAc | Oli | Oli1Me | Oli3CMe | Oli3Me | Oli3N | Oli3NAc | Oli4Me | Par | Par1PP | Parf | Pau3Me | Pau3Me7Ac | Pau3Me7But | Pau3Me7Pp | Pau3Me7Vl | Pen | PenOMe | Penf | PenfOMe | PerNAc | Pse | Pse2Gro5Ac7Ac | Pse2P5Ac7Ac | Pse4Ac5Ac7Ac | Pse4Ac5Ac7But | Pse5Ac | Pse5Ac7Ac | Pse5Ac7AcNBut | Pse5Ac7AcOBut | Pse5Ac7But | Pse5Ac7Fo | Pse5Am7Gc | Pse5Am7Gra | Pse5Am7GroA | Pse5But7Ac | Pse5But7Fo | Pse7Fo | PseNAc | PseNAcNAm | PseNAcNBut | PseNAcNFo | PseNAcNGro | PseNAcOAcNBut | PseNAcOBut | PseNButNFo | Psif | Qui | Qui-ol | Qui2F | Qui2Me4N | Qui2Me4NAc | Qui2Me4NBut | Qui2N6S | Qui2NAlaAc4NAlaAc | Qui2NBut4NBut | Qui2S3NBut | Qui3N | Qui3NAc | Qui3NAc-ol | Qui3NAlaAc | Qui3NBut | Qui3NFo | Qui3NSerAc | Qui3NThrAc | Qui4CN | Qui4N | Qui4NAc | Qui4NAlaAc | Qui4NAlaBut | Qui4NAlaLac | Qui4NAspAc | Qui4NBut | Qui4NButAla | Qui4NFo | Qui4NGlyAc | Qui4NHSerAc | Qui4NHSerBut | Qui4NMe | Qui4NSerAc | Qui6S | QuiN | QuiNAc | QuiNAc-ol | QuiNAc1Gro | QuiNAc1Gro4N | QuiNAc1Me4NAc | QuiNAc1N | QuiNAc2Ac4Ac | QuiNAc3Ac4Ac | QuiNAc3NAc | QuiNAc4Ac | QuiNAc4Me | QuiNAc4N | QuiNAc4NAc | QuiNAc4NBut | QuiNAc4NButGro | QuiNAc4NGroA | QuiNAc4NHex | QuiNAcGro | QuiNAcN | QuiNAcNAlaAc | QuiNAcNAm | QuiNAcNAspAc | QuiNAcNBut | QuiNAcOAc | QuiNAcOBut | QuiNAcOMe | QuiNAcOP | QuiNAcOPGro | QuiNAcPGro | QuiNAla | QuiNAlaAc | QuiNAlaAcGro | QuiNAlaButGro | QuiNAspAc | QuiNBut | QuiNButAla | QuiNButOMe | QuiNFo | QuiNGlyAc | QuiNHseGro | QuiNLac | QuiNMal | QuiNMe3Lac | QuiNSerAc | QuiNThrAc | QuiOMe | QuiOMeN | Rha | Rha-ol | Rha1Dco | Rha1Etn | Rha1Fer | Rha1Gro | Rha1Gro3Me | Rha1Gro3PEtn | Rha1Me | Rha1N | Rha1P | Rha1PP | Rha1Prop | Rha2Ac | Rha2Ac3Ac | Rha2Ac3Ac4Ac | Rha2Ac3Lac | Rha2Ac3Me | Rha2Ac3PCho | Rha2Ac4Ac | Rha2Cl | Rha2Gro | Rha2Me | Rha2Me3Me | Rha2Me3Me4Me | Rha2Me4Bz | Rha2Me4Me | Rha2PCho | Rha2S | Rha2S3S4S | Rha3Ac | Rha3Ac4Ac | Rha3Lac | Rha3Me | Rha3Me4Me | Rha3PEtn | Rha3PEtn4Ac | Rha3PGro | Rha3PMe | Rha3Pyr | Rha3S | Rha4Ac | Rha4Me | Rha4PGro | RhaCMe | RhaGro | RhaGroA | RhaNAc | RhaNAc3NAc | RhaNAc3NAc4Ac | RhaNAc3NFo | RhaNAcNBut | RhaNAcOAc | RhaNPro | RhaOAc | RhaOAcOLac | RhaOAcOMe | RhaOBut | RhaOLac | RhaOMe | RhaOMeCMeNLac | RhaOMeCMeOFo | RhaOP | RhaOPEtn | RhaOPGro | RhaOPOMe | RhaOPyr | RhaOS | RhaPGro | Rhaf | Rib | Rib-ol | Rib1N5PP-ol | Rib1P | Rib1P-ol | Rib1P2Ala3Ala4Ala-ol | Rib2Ac3Ac4Ac | Rib2Ac5P-ol | Rib2Ala5P-ol | Rib3Ac5P-ol | Rib3P-ol | Rib4Ac5P-ol | Rib5P | Rib5P-ol | Rib5PP-ol | RibOAc | RibOAcOP-ol | RibOP-ol | RibOPEtn-ol | RibOPGro-ol | RibOPPGro-ol | RibPGro-ol | Ribf | Ribf-uronic | Ribf1N | Ribf1N2P | Ribf1N5P | Ribf2Ac | Ribf3Ac | Ribf5Ac | Ribf5P | RibfOAc | Sed | Sedf | Sia | Sor | Sorf | Suc | Sug | Sug2Ac | Sug2Ac3Ac | Sug2Ac3Ac4Ac | Sug2Ac5Me | Sug5Ac7Pyr | Sug5Ac7Pyr8Ac | SugOAc | Sugf | Tag | Tagf | Tal | TalA | TalNAc-ol | Thre-ol | Thre-onic | Tyv | Tyv1PP | Tyv2Me | VioNAc | Xluf | Xluf1Me | Xluf3Me | XlufOMe | Xyl | Xyl-ol | Xyl-onic | Xyl1Me | Xyl1N | Xyl1N-ol | Xyl1N2Me-ol | Xyl1P | Xyl1PP | Xyl2Ac | Xyl2Ac3Ac | Xyl2Ac3Ac4Ac | Xyl2F | Xyl2Me | Xyl2Me3Me | Xyl2Me4Me | Xyl2NAc | Xyl2P | Xyl2P-ol | Xyl2S | Xyl3Ac | Xyl3Me | Xyl4Ac | Xyl4Me | Xyl4N | Xyl4S | XylOAc | XylOBz | XylOMe | Xylf | Xylf2Me3Me5Me | Yer | YerOAc | a1-1 | a1-11 | a1-2 | a1-3 | a1-4 | a1-5 | a1-6 | a1-7 | a1-8 | a1-9 | a2-1 | a2-11 | a2-2 | a2-3 | a2-4 | a2-5 | a2-6 | a2-7 | a2-8 | a2-9 | a3-2 | a3-4 | a4-1 | a6-1 | a6-2 | a6-3 | a6-6 | b1-1 | b1-2 | b1-3 | b1-4 | b1-5 | b1-6 | b1-7 | b1-8 | b1-9 | b2-1 | b2-2 | b2-3 | b2-4 | b2-5 | b2-6 | b2-7 | b2-8 | b3-1 | b3-3 | b4-1 | b4-2 | b6-1 | b6-2 | b6-3 | bond | dHex | monosaccharide | Fuc(a1-3)GlcNAc | GalNAc(a1-4)GlcNAcA | GlcN(b1-7)Kdo | GlcN4P(b1-6)GlcN4P | GlcNAc(b1-4)GlcNAc | GlcNAcA(a1-4)Kdo | Kdo(a2-4)Kdo | Kdo(a2-5)Kdo | Kdo(a2-6)GlcN4P | Man(a1-2)Man | Man(a1-3)Man | Man(a1-6)Man | Man(b1-4)GlcNAc | Xyl(b1-2)Man |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Man(a1-3)[Man(a1-6)][Xyl(b1-2)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-3)]GlcNAc | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 8.0 | 1.0 | 4.0 | 1.846154 | 0.591716 | 4.0 | 1.0 | 4.0 | 4.0 | -3.448276e-02 | 0.240093 | 0.051241 | 0.727273 | 0.337083 | 0.251423 | 0.276471 | 0.000487 | 0.400000 | 0.181818 | 0.288591 | 0.003994 | 0.727273 | 0.240093 | 0.051241 | 0.318182 | 0.090909 | 0.179293 | 0.006460 | 0.727273 | 0.240093 | 0.051241 | 6.950000 | 3.253571 | 4.820330 | 0.908780 | 66.603303 | 26.305893 | 44.589784 | 127.751200 | 4.0 | 13.0 | 13.0 | 0.034262 | -2.390521 | 13.0 | 12.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 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GalNAc(a1-4)GlcNAcA(a1-4)[GlcN(b1-7)]Kdo(a2-5)[Kdo(a2-4)]Kdo(a2-6)GlcN4P(b1-6)GlcN4P | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10.0 | 2.0 | 4.0 | 1.866667 | 0.382222 | 3.0 | 0.0 | 4.0 | 4.0 | -1.449275e-02 | 0.239560 | 0.044684 | 0.615385 | 0.287575 | 0.234359 | 0.257668 | 0.000274 | 0.350000 | 0.172840 | 0.255611 | 0.003247 | 0.615385 | 0.239560 | 0.044684 | 0.307692 | 0.076923 | 0.169545 | 0.006240 | 0.615385 | 0.239560 | 0.044684 | 6.616667 | 3.563492 | 5.083122 | 0.950051 | 66.992537 | 28.248894 | 47.236515 | 150.711681 | 4.0 | 15.0 | 15.0 | 0.025865 | -2.680266 | 15.0 | 14.0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 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0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
#using graphs, you can easily check whether two glycans are the same - even if they use different bracket notations!
from glycowork.motif.graph import compare_glycans
print(compare_glycans('Man(a1-3)[Man(a1-6)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-6)]GlcNAc',
'Man(a1-6)[Man(a1-3)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-6)]GlcNAc'))
print(compare_glycans('Man(a1-3)[Man(a1-6)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-6)]GlcNAc',
'Man(a1-6)[Man(a1-3)]Man(b1-4)GlcNAc(b1-4)GlcNAc'))
#or you could find the largest common subgraph of two glycans
from glycowork.motif.graph import largest_subgraph
print(largest_subgraph('Man(a1-3)[Man(a1-6)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-6)]GlcNAc',
'Man(a1-6)[Man(a1-3)]Man(b1-4)GlcNAc(b1-4)GlcNAc'))
True
False
Man(a1-3)[Man(a1-6)]Man(b1-4)GlcNAc(b1-4)GlcNAc
#identify significant binding motifs with (for instance) Z-score data
from glycowork.motif.analysis import get_pvals_motifs
glycans = ['Man(a1-3)[Man(a1-6)][Xyl(b1-2)]Man(b1-4)GlcNAc(b1-4)[Fuc(a1-3)]GlcNAc',
'Man(a1-2)Man(a1-2)Man(a1-3)[Man(a1-3)Man(a1-6)]Man(b1-4)GlcNAc(b1-4)GlcNAc',
'GalNAc(a1-4)GlcNAcA(a1-4)[GlcN(b1-7)]Kdo(a2-5)[Kdo(a2-4)]Kdo(a2-6)GlcN4P(b1-6)GlcN4P',
'Man(a1-2)Man(a1-3)[Man(a1-6)]Man(b1-4)GlcNAc(b1-4)GlcNAc',
'Glc(b1-3)Glc(b1-3)Glc']
label = [3.234, 2.423, 0.733, 3.102, 0.108]
test_df = pd.DataFrame({'glycan':glycans, 'binding':label})
out = get_pvals_motifs(test_df, glycan_col_name = 'glycan', label_col_name = 'binding').iloc[:10,:]
motif | pval | corr_pval | |
---|---|---|---|
5 | GlcNAc | 0.013469 | 0.394527 |
19 | b1-4 | 0.013469 | 0.394527 |
8 | Man | 0.025198 | 0.590671 |
11 | a1-3 | 0.025636 | 0.590671 |
13 | a1-6 | 0.091752 | 0.958241 |
27 | GlcNAc(b1-4)GlcNAc | 0.091752 | 0.958241 |
33 | Man(a1-3)Man | 0.091752 | 0.958241 |
34 | Man(a1-6)Man | 0.091752 | 0.958241 |
35 | Man(b1-4)GlcNAc | 0.091752 | 0.958241 |
10 | a1-2 | 0.130826 | 0.980276 |
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