Skip to main content

Table 2 Molecular substructures corresponding to features

From: InterDILI: interpretable prediction of drug-induced liver injury through permutation feature importance and attention mechanism

Feature

Substructure

Description

SMILES

80

2,3-Dimethylindazole

Cc1c2ccccc2nn1C

 

(1S,2S)-1-cyclohexyl-2-(methylamino)propan-1-ol

ccc(cc)[C@H](O)[C@H](C)NC

 

2-isopropoxypropane

C[C@H](C)Oc(c)c

 

Acetohydrazide

cC(= O)NN

 

Pentan-3-ol

CCC(O)CC

464

2,3-Dichloro-4-methylanisole

COc1ccc(C)c(Cl)c1Cl

 

4-Ethyl-3-methylene-1,2,3,4-tetrahydroquinoline

cc1cNc2ccccc2C1CC

 

Ethenamine

ccn

 

Methylhydrazine

CNN

 

1,2-dimethoxy-4-methylbenzene

cc1ccc(OC)c(OC)c1

 

2-ethyl-3,5-dimethylbenzene-1,4-diol

CCc1c(O)cc(C)c(O)c1C

 

(Z)-3-choloro-4-fluoropenta-1,3-diene

ccc(Cl)c(c)F

 

1-chloro-3-methylbenzene

Cc1cccc(Cl)c1

 

2,3-dichloro-1-methoxy-4-methyldbenzene

COc1ccc(C)c(Cl)c1Cl

 

1-(4-chloro-2-methylphenyl)pyrrolidine

cn(c)-c1ccc(Cl)cc1C

 

Trimethoxy(methyl)silane

CO[Si](C)(OC)OC

 

3-hydroxy-2-(1-hydroxypropyl)pentanoic acid

CCC(O)C(C(= O)O)C(O)CC

  1. The dashed lines represents conjugated double bonds and the bold font are molecular substructures known to be related to DILI