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molecule_chembl_id
string
canonical_smiles
string
standard_value
float64
pIC50
float64
MW
float64
LogP
float64
HBD
int64
HBA
int64
TPSA
float64
RotB
int64
Label
int64
CHEMBL471375
Cn1cc(/C=C2\C(=O)Nc3ccccc32)c2ccccc21
100,000
4
274.323
3.671
1
2
34.03
1
0
CHEMBL471375
Cn1cc(/C=C2\C(=O)Nc3ccccc32)c2ccccc21
82,700
4.082494
274.323
3.671
1
2
34.03
1
0
CHEMBL388978
CN[C@@H]1C[C@H]2O[C@@](C)([C@@H]1OC)n1c3ccccc3c3c4c(c5c6ccccc6n2c5c31)C(=O)NC4
1,000
6
466.541
4.354
2
6
69.45
2
1
CHEMBL361708
NC1=NC(=O)/C(=C2\CCNC(=O)c3[nH]c(Br)cc32)N1
7,000
5.154902
324.138
0.0663
4
4
112.37
0
0
CHEMBL388978
CN[C@@H]1C[C@H]2O[C@@](C)([C@@H]1OC)n1c3ccccc3c3c4c(c5c6ccccc6n2c5c31)C(=O)NC4
37
7.431798
466.541
4.354
2
6
69.45
2
1
CHEMBL361708
NC1=NC(=O)/C(=C2\CCNC(=O)c3[nH]c(Br)cc32)N1
150
6.823909
324.138
0.0663
4
4
112.37
0
1
CHEMBL1642655
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(-n4ccnc4)ccc3n2)cc1
14
7.853872
359.433
4.0698
1
5
64.22
3
1
CHEMBL1642656
CC(C)(C)c1ccc(C(=O)Nc2cn3c(ccc4ccccc43)n2)cc1
15
7.823909
343.43
5.0373
1
3
46.4
2
1
CHEMBL1642657
CC(C)(C(=O)O)c1ccc(C(=O)Nc2cn3cc(-c4ccsc4)ccc3n2)cc1
19
7.721246
405.479
4.6773
2
5
83.7
5
1
CHEMBL1172777
CSc1nc(N)nc2[nH]cnc12
13,300
4.876148
181.224
0.657
2
5
80.48
1
0
CHEMBL1410917
CCCN(CCC)c1[nH]cnc2ncnc1-2
25,800
4.58838
219.292
1.9309
1
4
57.7
5
0
CHEMBL269881
Nc1nc(OCC2CCCCC2)c2nc[nH]c2n1
25,100
4.600326
247.302
1.8942
2
5
89.71
3
0
CHEMBL1642669
COc1ccc(OC)c(Nc2nc(N)nc3[nH]cnc23)c1
18,900
4.723538
286.295
1.6959
3
7
110.97
4
0
CHEMBL264666
c1nc(N2CCCCC2)c2nc[nH]c2n1
17,000
4.769551
203.249
1.3432
1
4
57.7
1
0
CHEMBL1688215
Nc1nccc(-c2ccc3c(N)n[nH]c3c2)n1
5,690
5.244888
226.243
1.1843
3
5
106.5
1
0
CHEMBL1765740
CNc1nc(-c2ccc3c(N)n[nH]c3c2)cc(N2C[C@@H](C(=O)NC3CCCCC3)CC[C@H]2C)n1
27,542
4.560005
462.602
3.6976
4
7
124.85
5
0
CHEMBL1345690
CCOC(=O)c1c(O)nc2cccc3c2c1-c1ccccc1C3=O
3,000
5.522879
319.316
3.3285
1
5
76.49
2
0
CHEMBL1767077
CNc1c2c3c(cccc3n(C)c1=O)C(=O)c1ccccc1-2
4,700
5.327902
290.322
2.7916
1
4
51.1
1
0
CHEMBL1767078
CCNc1c2c3c(cccc3n(C)c1=O)C(=O)c1ccccc1-2
10,000
5
304.349
3.1817
1
4
51.1
2
0
CHEMBL1529134
CC(=O)c1c(O)nc2cccc3c2c1-c1ccccc1C3=O
15,000
4.823909
289.29
3.3544
1
4
67.26
1
0
CHEMBL1767070
Cn1c(=O)c(NCCO)c2c3c(cccc31)C(=O)c1ccccc1-2
25,000
4.60206
320.348
2.1541
2
5
71.33
3
0
CHEMBL1767071
Cn1c(=O)c(C(=O)c2ccccc2)c2c3c(cccc31)C(=O)c1ccccc1-2
35,000
4.455932
365.388
3.9809
0
4
56.14
2
0
CHEMBL1767072
CC(=O)c1c2c3c(ccc(C)c3[nH]c1=O)C(=O)c1ccccc1-2
35,000
4.455932
303.317
3.25052
1
3
67
1
0
CHEMBL1916359
[O-][n+]1ccc2c(-c3ccc(F)cc3Cl)ccnc2c1-c1c(Cl)cccc1Cl
10,000
5
419.67
6.3015
0
2
39.83
2
0
CHEMBL1614725
CC(C)(O)CC(=O)NCCn1ccc2ncnc(Nc3ccc(Oc4cccc(C(F)(F)F)c4)c(Cl)c3)c21
10,000
5
547.965
5.9166
3
7
101.3
9
0
CHEMBL1929238
CN(C)CCN1CCN(C(=O)c2cc(C(C)(C)C)sc2NC(=O)Nc2cccc(Cl)c2Cl)CCC1=O
30,000
4.522879
554.544
5.2325
2
5
84.99
6
0
CHEMBL103667
Cc1ccc(-n2nc(C(C)(C)C)cc2NC(=O)Nc2ccc(OCCN3CCOCC3)c3ccccc23)cc1
30,000
4.522879
527.669
5.98642
2
6
80.65
7
0
CHEMBL1957085
COc1ccc(-c2ocnc2C(=O)NCc2ccncc2)cc1
10,000
5
309.325
2.6752
1
5
77.25
5
0
CHEMBL2048912
CC(C)(N)C(=O)NCCn1ccc2ncnc(Nc3ccc(Oc4cccc5sncc45)c(Cl)c3)c21
10,000
5
522.034
5.0838
3
9
119.98
8
0
CHEMBL2148053
CC(C)(C(=O)NCCn1ccc2ncnc(Nc3ccc(Oc4cccc(Cl)c4)c(Cl)c3)c21)S(C)(=O)=O.Cc1ccc(S(=O)(=O)O)cc1
10,000
5
734.684
6.45512
3
10
169.58
10
0
CHEMBL2205766
CC(C)(C)NS(=O)(=O)c1cncc(-c2ccn3nc(N)nc3c2)c1
10,000
5
346.416
1.4503
2
7
115.27
3
0
CHEMBL2205636
CC(C)(O)c1ccc(C(=O)Nc2cn3cc(-n4ccnc4)ccc3n2)cc1
70
7.154902
361.405
2.9997
2
6
84.45
4
1
CHEMBL2205635
CC(C)(CO)c1ccc(C(=O)Nc2cn3cc(-n4ccnc4)ccc3n2)cc1
32
7.49485
375.432
3.0422
2
6
84.45
5
1
CHEMBL1642655
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(-n4ccnc4)ccc3n2)cc1
14
7.853872
359.433
4.0698
1
5
64.22
3
1
CHEMBL2205634
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(-n4cccc4)ccc3n2)cc1
30
7.522879
358.445
4.6748
1
4
51.33
3
1
CHEMBL2205633
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(-c4cccnc4)ccc3n2)cc1
21
7.677781
370.456
4.9461
1
4
59.29
3
1
CHEMBL2205632
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(-c4ccccc4)ccc3n2)cc1
82
7.086186
369.468
5.5511
1
3
46.4
3
1
CHEMBL2205631
CNCc1ccc2nc(NC(=O)c3ccc(C(C)(C)C)cc3)cn2c1
870
6.060481
336.439
3.6035
2
4
58.43
4
1
CHEMBL2205630
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(CO)ccc3n2)cc1
129
6.88941
323.396
3.3764
2
4
66.63
3
1
CHEMBL2205629
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(Br)ccc3n2)cc1
21
7.677781
372.266
4.6466
1
3
46.4
2
1
CHEMBL2205628
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(Cl)ccc3n2)cc1
16
7.79588
327.815
4.5375
1
3
46.4
2
1
CHEMBL2205627
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(F)ccc3n2)cc1
34
7.468521
311.36
4.0232
1
3
46.4
2
1
CHEMBL2205626
Cc1ccc2nc(NC(=O)c3ccc(C(C)(C)C)cc3)cn2c1
22
7.657577
307.397
4.19252
1
3
46.4
2
1
CHEMBL2205625
Cc1ccc2nc(NC(=O)c3ccc(C(C)(C)C)cc3)sc2c1
260
6.585027
324.449
5.15452
1
3
41.99
2
1
CHEMBL2333365
Cc1c(C(=O)N2CCOc3ccc(-c4ccc(N)nc4)cc3C2)ccc(S(C)(=O)=O)c1F
10,000
5
455.511
3.21662
1
6
102.59
3
0
CHEMBL2348417
O=C(NCCO)C1=Cc2c(ncnc2Nc2ccc(Oc3cccc4sccc34)c(Cl)c2)NCC1
10,000
5
508.003
5.1881
4
8
108.4
7
0
CHEMBL2348417
O=C(NCCO)C1=Cc2c(ncnc2Nc2ccc(Oc3cccc4sccc34)c(Cl)c2)NCC1
10,000
5
508.003
5.1881
4
8
108.4
7
0
CHEMBL274480
O=C1NC(=S)S/C1=C\c1cccnc1
33,000
4.481486
222.294
1.5704
1
4
41.99
1
0
CHEMBL2348829
O=C1NC(=S)S/C1=C\c1cccc(Br)c1
33,000
4.481486
300.202
2.9379
1
3
29.1
1
0
CHEMBL2348828
COC(=O)c1ccc(/C=C2\SC(=S)N(c3ccc(O)c(C(=O)O)c3)C2=O)cc1
33,000
4.481486
415.448
3.2828
2
7
104.14
4
0
CHEMBL2348827
O=C(O)C(Cc1ccccc1)N1C(=O)/C(=C/c2ccncc2)SC1=S
33,000
4.481486
370.455
2.9787
1
5
70.5
5
0
CHEMBL2348826
O=C(O)c1ccc(N2C(=O)/C(=C/c3cccnc3)SC2=S)cc1
33,000
4.481486
342.401
3.1856
1
5
70.5
3
0
CHEMBL1609550
O=C1/C(=C/c2ccco2)SC(=S)N1c1cccnc1
33,000
4.481486
288.353
3.0804
0
5
46.34
2
0
CHEMBL2349219
O=C(O)CCCCCN1C(=O)/C(=C/c2ccc(-c3cccc(C(F)(F)F)c3)o2)SC1=S
500
6.30103
469.506
5.8116
1
5
70.75
8
1
CHEMBL2348825
O=C(O)CN1C(=O)/C(=C/c2ccncc2)SC1=S
33,000
4.481486
280.33
1.3674
1
5
70.5
3
0
CHEMBL2349218
CCCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc([N+](=O)[O-])cc3)o2)SC1=S
1,800
5.744727
432.479
4.3093
1
7
113.89
7
0
CHEMBL2349217
O=C(O)CCN1C(=O)/C(=C/c2ccc(-c3ccc([N+](=O)[O-])cc3)o2)SC1=S
650
6.187087
404.425
3.5307
1
7
113.89
6
1
CHEMBL1916996
O=C1NC(=S)S/C1=C\c1ccc(-c2ccccc2[N+](=O)[O-])o1
33,000
4.481486
332.362
3.3436
1
6
85.38
3
0
CHEMBL2349216
CCc1ccc(-c2ccc(/C=C3\SC(=S)N(C(CC(=O)O)C(=O)O)C3=O)o2)cc1
1,800
5.744727
431.491
3.6381
2
6
108.05
7
0
CHEMBL2349215
CCOC(=O)c1ccc(-c2ccc(/C=C3\SC(=S)N(C(CC(=O)O)C(C)=O)C3=O)o2)cc1
800
6.09691
473.528
3.7568
1
8
114.12
8
1
CHEMBL2349214
COc1ccc(-c2ccc(/C=C3\SC(=S)N(CC(C)=O)C3=O)o2)cc1
2,500
5.60206
373.455
3.7454
0
6
59.75
5
0
CHEMBL2349221
COC(=O)CCCN1C(=O)/C(=C/c2ccc(-c3ccccc3F)o2)SC1=S
33,000
4.481486
405.472
4.2401
0
6
59.75
6
0
CHEMBL2349213
O=C(O)CCCN1C(=O)/C(=C/c2ccc(-c3ccccc3F)o2)SC1=S
3,000
5.522879
391.445
4.1517
1
5
70.75
6
0
CHEMBL2349212
O=C(O)CCN1C(=O)/C(=C/c2ccc(-c3ccccc3F)o2)SC1=S
300
6.522879
377.418
3.7616
1
5
70.75
5
1
CHEMBL2349211
O=C(O)CN1C(=O)/C(=C/c2ccc(-c3ccccc3F)o2)SC1=S
3,000
5.522879
363.391
3.3715
1
5
70.75
4
0
CHEMBL2349210
O=C1/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC(=S)N1c1cccc(O)c1
2,000
5.69897
458.358
5.8205
1
5
53.68
3
0
CHEMBL2348824
O=C(O)CN1C(=O)/C(=C/c2ccco2)SC1=S
33,000
4.481486
269.303
1.5654
1
5
70.75
3
0
CHEMBL2349209
O=C(O)CC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC1=S
2,800
5.552842
482.333
3.8382
2
6
108.05
6
0
CHEMBL2349208
CCCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC1=S
500
6.30103
466.378
5.1636
1
5
70.75
6
1
CHEMBL2349207
CCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC1=S
500
6.30103
452.351
4.7735
1
5
70.75
5
1
CHEMBL2349206
O=C(O)CCCCCN1C(=O)/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC1=S
200
6.69897
480.405
5.5553
1
5
70.75
8
1
CHEMBL2349220
COC(=O)CCCN1C(=O)/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC1=S
33,000
4.481486
466.378
4.8635
0
6
59.75
6
0
CHEMBL2349205
O=C(O)CCCN1C(=O)/C(=C/c2ccc(-c3ccc(Br)cc3)o2)SC1=S
200
6.69897
452.351
4.7751
1
5
70.75
6
1
CHEMBL2349204
O=C1/C(=C/c2ccc(-c3ccc(Cl)c(Cl)c3)o2)SC(=S)N1c1ccc(F)cc1
33,000
4.481486
450.343
6.7983
0
4
33.45
3
0
CHEMBL2349203
CSCCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc(Cl)c(Cl)c3)o2)SC1=S
750
6.124939
488.439
5.6609
1
6
70.75
7
1
CHEMBL2349202
CCCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc(Cl)c(Cl)c3)o2)SC1=S
3,900
5.408935
456.372
5.7079
1
5
70.75
6
0
CHEMBL2349201
O=C(O)CC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3c(Cl)cccc3Cl)o2)SC1=S
1,000
6
472.327
4.3825
2
6
108.05
6
1
CHEMBL2348839
O=C(O)CCCN1C(=O)/C(=C/c2ccc(-c3c(Cl)cccc3Cl)o2)SC1=S
500
6.30103
442.345
5.3194
1
5
70.75
6
1
CHEMBL2346710
CC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3ccc(Cl)c(Cl)c3)o2)SC1=S
650
6.187087
428.318
4.9277
1
5
70.75
4
1
CHEMBL2348838
CCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3cc(Cl)ccc3Cl)o2)SC1=S
500
6.30103
442.345
5.3178
1
5
70.75
5
1
CHEMBL2348837
O=C(O)CCCN1C(=O)/C(=C/c2ccc(-c3cc(Cl)ccc3Cl)o2)SC1=S
350
6.455932
442.345
5.3194
1
5
70.75
6
1
CHEMBL2348836
CCC(C(=O)O)N1C(=O)/C(=C/c2ccc(-c3cccc(Cl)c3)o2)SC1=S
750
6.124939
407.9
4.6644
1
5
70.75
5
1
CHEMBL1688850
O=C(O)CCCN1C(=O)/C(=C/c2ccc(-c3cccc(Cl)c3)o2)SC1=S
350
6.455932
407.9
4.666
1
5
70.75
6
1
CHEMBL2348835
O=C(O)CCN1C(=O)/C(=C/c2ccc(-c3cccc(Cl)c3)o2)SC1=S
1,000
6
393.873
4.2759
1
5
70.75
5
1
CHEMBL2348834
O=C(O)CCCCCN1C(=O)/C(=C/c2ccc(-c3ccccc3Cl)o2)SC1=S
500
6.30103
435.954
5.4462
1
5
70.75
8
1
CHEMBL2348833
O=C(O)CCCN1C(=O)/C(=C/c2ccc(-c3ccccc3Cl)o2)SC1=S
300
6.522879
407.9
4.666
1
5
70.75
6
1
CHEMBL2348832
O=C(O)CCN1C(=O)/C(=C/c2ccc(-c3ccccc3Cl)o2)SC1=S
750
6.124939
393.873
4.2759
1
5
70.75
5
1
CHEMBL2348831
O=C(O)CN1C(=O)/C(=C/c2ccc(-c3ccccc3Cl)o2)SC1=S
1,250
5.90309
379.846
3.8858
1
5
70.75
4
0
CHEMBL2348830
O=C1/C(=C/c2ccc(Cl)cc2Cl)SC(=S)N1Nc1ccccc1
33,000
4.481486
381.309
5.2217
1
4
32.34
3
0
CHEMBL3330172
Cc1cc2c(-c3ccc(S(=O)(=O)NCCN)s3)ccnc2[nH]1
251
6.600326
336.442
1.83682
3
5
100.87
5
1
CHEMBL3330171
N#Cc1c[nH]c2c(C(N)=O)ccc(OC3CCNCC3)c12
251
6.600326
284.319
1.26928
3
4
103.93
3
1
CHEMBL3330170
O=C(Nc1nc2cc(C(F)(F)F)cc(NC3CC3)n2n1)c1cccnc1
93
7.031517
362.315
2.9697
2
6
84.21
4
1
CHEMBL3330169
NCCNS(=O)(=O)c1ccc(-c2c[nH]c3ncccc23)s1
50
7.30103
322.415
1.5284
3
5
100.87
5
1
CHEMBL3330168
NC[C@H](Oc1cnc(-c2ccoc2)c(-c2c[nH]c3ncccc23)c1)c1ccccc1
7.9
8.102373
396.45
4.9637
2
5
89.96
6
1
CHEMBL3330167
CC(C)(C)c1ccc(C(=O)Nc2cn3cc(-c4cn[nH]c4)ccc3n2)cc1
6.3
8.200659
359.433
4.2742
2
4
75.08
3
1
CHEMBL3402508
CC(C)CCOc1cccc(C2C(C(=O)c3ccc4c(c3)CC(C)O4)=C(O)C(=O)N2c2nc3ccc(F)cc3s2)c1
520
6.283997
572.658
6.9666
1
7
88.96
8
1
CHEMBL3402507
CCCCCOc1ccc(C2C(C(=O)c3ccc4c(c3)CC(C)O4)=C(O)C(=O)N2c2nc3ccc(F)cc3s2)cc1
750
6.124939
572.658
7.1107
1
7
88.96
9
1
CHEMBL3402506
CCCCCOc1ccc(C2C(C(=O)c3ccc4c(c3)OCCO4)=C(O)C(=O)N2c2nc3ccc(C)cc3s2)cc1
5,200
5.283997
570.667
6.72782
1
8
98.19
9
0
CHEMBL3402505
CCCCOc1ccc(C2C(C(=O)c3ccc4c(c3)OCCO4)=C(O)C(=O)N2c2nc3ccc(Cl)cc3s2)cc1
5,200
5.283997
577.058
6.6827
1
8
98.19
8
0
CHEMBL3402504
CCCOc1ccc(C2C(C(=O)c3ccc4c(c3)OCCO4)=C(O)C(=O)N2c2nc3ccc(Cl)cc3s2)cc1
5,000
5.30103
563.031
6.2926
1
8
98.19
7
0
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πŸ§ͺ ChEMBL ASK1 Fibrosis Dataset

This dataset contains curated bioactivity data for ASK1 (MAP3K5) compounds extracted from ChEMBL, focused on fibrosis-related drug discovery tasks.

The dataset is designed to be machine-learning ready and can be directly used for QSAR modeling, regression, and classification experiments.


πŸ”¬ Target Information

  • Target Name: ASK1
  • Gene Symbol: MAP3K5
  • Protein Type: Kinase
  • Disease Context: Liver, pulmonary, renal fibrosis

ASK1 plays a key role in stress-activated signaling pathways implicated in fibrotic disease progression.


πŸ“¦ Dataset Description

Each row corresponds to a compound–target bioactivity record with standardized measurements.

Typical fields include:

  • Compound identifiers
  • SMILES strings
  • Bioactivity type (IC50, Ki, etc.)
  • Standardized activity values
  • Assay metadata

πŸ€— How to Load the Dataset

from datasets import load_dataset

dataset = load_dataset("<your-username>/chembl-ask1-fibrosis")
print(dataset)

πŸ“Š Intended Uses

  • Bioactivity regression (IC50 / Ki prediction)
  • Active vs inactive classification
  • QSAR modeling
  • SMILES-based deep learning
  • Graph neural networks

🚫 Limitations

  • Data is derived from public ChEMBL assays and may contain experimental noise
  • Not suitable for clinical or medical decision-making
  • Dataset size is limited to available ASK1-related assays

πŸ“œ License

This dataset is released under the Creative Commons Attribution 4.0 (CC BY 4.0) license, in accordance with ChEMBL data usage terms.


πŸ“š Citation

If you use this dataset, please cite:

  • ChEMBL database
  • This dataset repository on Hugging Face
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