Commit a198770c authored by Belen Otero Carrasco's avatar Belen Otero Carrasco

code

parent e4456ac6
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disease_PwB drug_id pathway_id gene_id disease_no_PwB
0 C0020538 CHEMBL578 WP554 1636 C0018802
1 C0020538 CHEMBL578 WP4756 1636 C0018802
2 C0020538 CHEMBL577 WP554 1636 C0018802
3 C0020538 CHEMBL577 WP4756 1636 C0018802
4 C0020538 CHEMBL1513 WP554 185 C0004238
5 C0020538 CHEMBL1513 WP554 185 C0011881
6 C0020538 CHEMBL1513 WP4756 185 C0004238
7 C0020538 CHEMBL1513 WP4756 185 C0011881
8 C0030567 CHEMBL59 WP2371 6531 C0001206
9 C0030567 CHEMBL59 WP2371 6531 C0020649
10 C0030567 CHEMBL59 WP2371 6531 C0024586
11 C0020538 CHEMBL191 WP554 185 C0010674
12 C0020538 CHEMBL191 WP554 185 C0011881
13 C0020538 CHEMBL191 WP4756 185 C0010674
14 C0020538 CHEMBL191 WP4756 185 C0011881
15 C0020538 CHEMBL1168 WP554 1636 C0004238
16 C0020538 CHEMBL1168 WP4756 1636 C0004238
17 C0020538 CHEMBL1393 WP554 1585 C0003962
18 C0020538 CHEMBL1393 WP554 1585 C0013604
19 C0020538 CHEMBL1393 WP554 1585 C0020428
20 C0020538 CHEMBL1393 WP554 4306 C0003962
21 C0020538 CHEMBL1393 WP554 4306 C0013604
22 C0020538 CHEMBL1393 WP554 4306 C0020428
23 C0020538 CHEMBL1017 WP554 185 C0020473
24 C0020538 CHEMBL1017 WP4756 185 C0020473
25 C0020538 CHEMBL1069 WP554 185 C0018801
26 C0020538 CHEMBL1069 WP4756 185 C0018801
27 C0035579 CHEMBL1042 WP1531 7421 C0004096
28 C0035579 CHEMBL1042 WP1531 7421 C0009324
29 C0035579 CHEMBL1042 WP1531 7421 C0010346
30 C0035579 CHEMBL1042 WP1531 7421 C0011849
31 C0035579 CHEMBL1042 WP1531 7421 C0020598
32 C0035579 CHEMBL1042 WP1531 7421 C0020626
33 C0035579 CHEMBL1042 WP1531 7421 C0024141
34 C0035579 CHEMBL1042 WP1531 7421 C0026769
35 C0035579 CHEMBL1042 WP1531 7421 C0028754
36 C0035579 CHEMBL1042 WP1531 7421 C0029456
37 C0035579 CHEMBL1042 WP1531 7421 C0029458
38 C0030567 CHEMBL1201203 WP2371 6531 C0015371
39 C0035579 CHEMBL1040 WP1531 7421 C0020598
40 C0035579 CHEMBL1040 WP1531 7421 C0035086
41 C0020538 CHEMBL1560 WP554 1636 C0011881
42 C0020538 CHEMBL1560 WP4756 1636 C0011881
43 C0030567 CHEMBL502 WP2355 4790 C0002395
44 C0030567 CHEMBL502 WP2355 4790 C0026769
45 C0035579 CHEMBL1536 WP1531 7421 C0020598
46 C0035579 CHEMBL1536 WP1531 7421 C0020626
47 C0035579 CHEMBL1536 WP1531 7421 C0029456
48 C0035579 CHEMBL1536 WP1531 7421 C0029458
49 C0035579 CHEMBL2356023 WP1531 7421 C0020598
50 C0035579 CHEMBL2356023 WP1531 7421 C0020626
51 C0035579 CHEMBL846 WP1531 7421 C0020598
52 C0035579 CHEMBL846 WP1531 7421 C0020626
53 C0035579 CHEMBL846 WP1531 7421 C0035086
54 C0026769 CHEMBL25 WP673 4609 C0003862
55 C0026769 CHEMBL25 WP673 4609 C0003873
56 C0026769 CHEMBL25 WP673 4609 C0004153
57 C0026769 CHEMBL25 WP673 4609 C0004604
58 C0026769 CHEMBL25 WP673 4609 C0009443
59 C0026769 CHEMBL25 WP673 4609 C0026764
60 C0026769 CHEMBL25 WP673 595 C0003862
61 C0026769 CHEMBL25 WP673 595 C0003873
62 C0026769 CHEMBL25 WP673 595 C0004153
63 C0026769 CHEMBL25 WP673 595 C0004604
64 C0026769 CHEMBL25 WP673 595 C0009443
65 C0026769 CHEMBL25 WP673 595 C0026764
66 C0026769 CHEMBL25 WP673 7157 C0003862
67 C0026769 CHEMBL25 WP673 7157 C0003873
68 C0026769 CHEMBL25 WP673 7157 C0004153
69 C0026769 CHEMBL25 WP673 7157 C0004604
70 C0026769 CHEMBL25 WP673 7157 C0009443
71 C0026769 CHEMBL25 WP673 7157 C0026764
72 C0026769 CHEMBL1434 WP673 5601 C0001144
73 C0026769 CHEMBL1434 WP673 5601 C0001261
74 C0026769 CHEMBL1434 WP673 5601 C0003175
75 C0026769 CHEMBL1434 WP673 5601 C0006277
76 C0026769 CHEMBL1434 WP673 5601 C0006309
77 C0026769 CHEMBL1434 WP673 5601 C0010674
78 C0026769 CHEMBL1434 WP673 5601 C0011581
79 C0026769 CHEMBL1434 WP673 5601 C0018081
80 C0026769 CHEMBL1434 WP673 5601 C0023860
81 C0030567 CHEMBL1373 WP2371 6531 C0027404
82 C0030567 CHEMBL1373 WP2371 6531 C0030193
83 C0030567 CHEMBL1175 WP2371 6531 C0016053
0 C0030567 CHEMBL59 WP2371 6531 C0184567
1 C0030567 CHEMBL59 WP2371 6531 C0242422
2 C0030567 CHEMBL59 WP2371 6531 C0600177
3 C0030567 CHEMBL59 WP2371 6531 C1621958
4 C0020538 CHEMBL1237 WP554 1636 C0027051
5 C0020538 CHEMBL1237 WP554 5972 C0027051
6 C0020538 CHEMBL1237 WP4756 1636 C0027051
7 C0020538 CHEMBL1237 WP4756 5972 C0027051
8 C0020538 CHEMBL1581 WP554 1636 C0028754
9 C0020538 CHEMBL1581 WP4756 1636 C0028754
10 C0020538 CHEMBL1168 WP554 1636 C0038454
11 C0020538 CHEMBL1168 WP4756 1636 C0038454
12 C0020538 CHEMBL1017 WP554 185 C0038454
13 C0020538 CHEMBL1017 WP4756 185 C0038454
14 C0035579 CHEMBL1042 WP1531 7421 C0036337
15 C0035579 CHEMBL1042 WP1531 7421 C0036341
16 C0035579 CHEMBL1042 WP1531 7421 C0042870
17 C0030567 CHEMBL1201203 WP2371 6531 C0242422
18 C0020538 CHEMBL611 WP554 7040 C1739363
19 C0002892 CHEMBL2110563 WP1533 4548 C0042847
20 C0002892 CHEMBL2110563 WP1533 4548 C0162316
21 C0002892 CHEMBL2103737 WP1533 4548 C0006114
22 C0002892 CHEMBL2103737 WP1533 4548 C0033860
23 C0002892 CHEMBL2103737 WP1533 4548 C0042847
24 C0035579 CHEMBL1040 WP1531 7421 C0085682
25 C0030567 CHEMBL1201236 WP2371 1644 C0184567
26 C0030567 CHEMBL1201236 WP2371 1644 C0242422
27 C0002395 CHEMBL502 WP2355 4790 C0026769
28 C0002395 CHEMBL502 WP2355 4790 C0030567
29 C0002395 CHEMBL502 WP2355 4790 C0036341
30 C0002395 CHEMBL502 WP2355 4790 C0497327
31 C0030567 CHEMBL502 WP2355 4790 C0036341
32 C0030567 CHEMBL502 WP2355 4790 C0497327
33 C0035579 CHEMBL1536 WP1531 7421 C0042870
34 C0035579 CHEMBL1536 WP1531 7421 C3536984
35 C0035579 CHEMBL2356023 WP1531 7421 C0039621
36 C0035579 CHEMBL2356023 WP1531 7421 C0085682
37 C0035579 CHEMBL846 WP1531 7421 C0042870
38 C0035579 CHEMBL846 WP1531 7421 C0085682
39 C0035579 CHEMBL846 WP1531 7421 C1527383
40 C0026769 CHEMBL25 WP673 4609 C0027051
41 C0026769 CHEMBL25 WP673 4609 C0029408
42 C0026769 CHEMBL25 WP673 4609 C0030193
43 C0026769 CHEMBL25 WP673 4609 C0032463
44 C0026769 CHEMBL25 WP673 4609 C0040460
45 C0026769 CHEMBL25 WP673 4609 C0149931
46 C0026769 CHEMBL25 WP673 4609 C0393735
47 C0026769 CHEMBL25 WP673 4609 C0948089
48 C0026769 CHEMBL25 WP673 595 C0027051
49 C0026769 CHEMBL25 WP673 595 C0029408
50 C0026769 CHEMBL25 WP673 595 C0030193
51 C0026769 CHEMBL25 WP673 595 C0032463
52 C0026769 CHEMBL25 WP673 595 C0040460
53 C0026769 CHEMBL25 WP673 595 C0149931
54 C0026769 CHEMBL25 WP673 595 C0393735
55 C0026769 CHEMBL25 WP673 595 C0948089
56 C0026769 CHEMBL25 WP673 7157 C0027051
57 C0026769 CHEMBL25 WP673 7157 C0029408
58 C0026769 CHEMBL25 WP673 7157 C0030193
59 C0026769 CHEMBL25 WP673 7157 C0032463
60 C0026769 CHEMBL25 WP673 7157 C0040460
61 C0026769 CHEMBL25 WP673 7157 C0149931
62 C0026769 CHEMBL25 WP673 7157 C0393735
63 C0026769 CHEMBL25 WP673 7157 C0948089
64 C0026769 CHEMBL1434 WP673 5601 C0031099
65 C0026769 CHEMBL1434 WP673 5601 C0031350
66 C0026769 CHEMBL1434 WP673 5601 C0032064
67 C0026769 CHEMBL1434 WP673 5601 C0032285
68 C0026769 CHEMBL1434 WP673 5601 C0034362
69 C0026769 CHEMBL1434 WP673 5601 C0035854
70 C0026769 CHEMBL1434 WP673 5601 C0037199
71 C0026769 CHEMBL1434 WP673 5601 C0039128
72 C0026769 CHEMBL1434 WP673 5601 C0042029
73 C0025202 CHEMBL1229517 WP4685 673 C0026764
74 C0030567 CHEMBL1373 WP2371 6531 C0036341
75 C0030567 CHEMBL1373 WP2371 6531 C1269683
76 C0030567 CHEMBL1175 WP2371 6531 C0036341
77 C0030567 CHEMBL1175 WP2371 6531 C0497327
78 C0030567 CHEMBL1175 WP2371 6531 C1269683
disease_id drug_id
0 C0023418 CHEMBL109
1 C0280100 CHEMBL109
2 C0270549 CHEMBL1175
3 C0016053 CHEMBL1175
4 C0032580 CHEMBL118
5 C0007102 CHEMBL118
6 C0346629 CHEMBL118
7 C0699790 CHEMBL118
8 C0009402 CHEMBL118
9 C0242379 CHEMBL118
10 C0684249 CHEMBL118
11 C1306460 CHEMBL118
12 C0006142 CHEMBL118
13 C0678222 CHEMBL118
14 C0004096 CHEMBL1201572
15 C0003864 CHEMBL1201581
16 C0002395 CHEMBL1201581
17 C0278488 CHEMBL1201585
18 C0024623 CHEMBL1201585
19 C0699791 CHEMBL1201585
20 C0282126 CHEMBL1276308
21 C0010481 CHEMBL1276308
22 C0342443 CHEMBL1276308
23 C0019693 CHEMBL129
24 C0009319 CHEMBL1370
25 C0028754 CHEMBL1419
26 C0006142 CHEMBL1431
27 C0678222 CHEMBL1431
28 C0376358 CHEMBL1431
29 C0600139 CHEMBL1431
30 C0009402 CHEMBL1431
31 C0919267 CHEMBL1434
32 C1140680 CHEMBL1434
33 C0017638 CHEMBL1434
34 C0020538 CHEMBL1509
35 C0003873 CHEMBL1535
36 C0024141 CHEMBL1535
37 C0002395 CHEMBL1581
38 C0917801 CHEMBL1628227
39 C0242350 CHEMBL1737
40 C0007134 CHEMBL1908360
41 C0279702 CHEMBL1908360
42 C0205768 CHEMBL1908360
43 C0009402 CHEMBL25
44 C0016053 CHEMBL259209
45 C0029463 CHEMBL34259
46 C0585442 CHEMBL34259
47 C0006142 CHEMBL34259
48 C0678222 CHEMBL34259
49 C0003873 CHEMBL34259
50 C0004775 CHEMBL35
51 C0006826 CHEMBL364713
52 C0041671 CHEMBL405
53 C1263846 CHEMBL405
54 C0520676 CHEMBL41
55 C0026764 CHEMBL468
56 C0023343 CHEMBL468
57 C0030297 CHEMBL535
58 C0017185 CHEMBL535
59 C0006826 CHEMBL584
60 C0030567 CHEMBL589
61 C0035258 CHEMBL589
62 C0007131 CHEMBL601719
63 C1263846 CHEMBL641
64 C0002395 CHEMBL659
65 C0002170 CHEMBL710
66 C0242350 CHEMBL779
67 C0020538 CHEMBL779
68 C1704272 CHEMBL779
69 C0376358 CHEMBL779
70 C0004096 CHEMBL79
71 C0003811 CHEMBL79
72 C0029456 CHEMBL81
73 C0238198 CHEMBL941
74 C0376358 CHEMBL960
75 C0600139 CHEMBL960
76 C0041696 CHEMBL1175
77 C1269683 CHEMBL1175
78 C0011570 CHEMBL1175
79 C0011581 CHEMBL1175
80 C0344315 CHEMBL1175
81 C0029408 CHEMBL118
82 C0003873 CHEMBL118
83 C0001206 CHEMBL1201515
84 C0003873 CHEMBL1201572
85 C0010346 CHEMBL1201581
86 C1960398 CHEMBL1201585
87 C0006142 CHEMBL125
88 C0006826 CHEMBL129
89 C1306459 CHEMBL129
90 C0003873 CHEMBL1366
91 C0004096 CHEMBL1370
92 C0041696 CHEMBL1419
93 C0011570 CHEMBL1419
94 C0011581 CHEMBL1419
95 C0344315 CHEMBL1419
96 C1269683 CHEMBL1419
97 C0011849 CHEMBL1431
98 C0024530 CHEMBL1535
99 C0020538 CHEMBL1581
100 C0020538 CHEMBL1737
101 C0524662 CHEMBL19019
102 C0011570 CHEMBL2110900
103 C0011581 CHEMBL2110900
104 C0344315 CHEMBL2110900
105 C1269683 CHEMBL2110900
106 C0014544 CHEMBL220492
107 C0011570 CHEMBL259209
108 C0011581 CHEMBL259209
109 C0344315 CHEMBL259209
110 C1269683 CHEMBL259209
111 C0020538 CHEMBL267936
112 C0020538 CHEMBL317094
113 C0006826 CHEMBL34259
114 C0041696 CHEMBL41
115 C0011570 CHEMBL41
116 C0011581 CHEMBL41
117 C0344315 CHEMBL41
118 C1269683 CHEMBL41
119 C0006826 CHEMBL428647
120 C1306459 CHEMBL428647
121 C0027497 CHEMBL468
122 C0009402 CHEMBL481
123 C0030567 CHEMBL53
124 C0238198 CHEMBL535
125 C0007134 CHEMBL535
126 C0279702 CHEMBL535
127 C0020538 CHEMBL589
128 C0011860 CHEMBL595
129 C0020538 CHEMBL597
130 C0206180 CHEMBL601719
131 C1332182 CHEMBL601719
132 C0030567 CHEMBL641
133 C0522224 CHEMBL659
134 C1704272 CHEMBL710
135 C0007222 CHEMBL779
136 C0020538 CHEMBL802
137 C0006142 CHEMBL81
138 C0678222 CHEMBL81
139 C0376358 CHEMBL81
140 C0600139 CHEMBL81
141 C0011570 CHEMBL894
142 C0011581 CHEMBL894
143 C1269683 CHEMBL894
144 C0023473 CHEMBL941
145 C0279543 CHEMBL941
146 C1292771 CHEMBL941
147 C0003873 CHEMBL960
disease_id drug_id gene_id score
0 C0023418 CHEMBL109 9734 0.04
1 C0346629 CHEMBL118 5743 0.02
2 C0346629 CHEMBL118 5743 0.02
3 C0346629 CHEMBL118 5743 0.02
4 C0346629 CHEMBL118 5743 0.02
5 C0346629 CHEMBL118 5743 0.02
6 C0006142 CHEMBL118 5743 0.4
7 C0006142 CHEMBL118 5170 0.53
8 C0002395 CHEMBL1201581 7124 0.4
9 C0002395 CHEMBL1201581 7124 0.4
10 C0002395 CHEMBL1201581 7124 0.4
11 C0002395 CHEMBL1201581 7124 0.4
12 C0002395 CHEMBL1201581 7124 0.4
13 C0002395 CHEMBL1201581 7124 0.4
14 C0002395 CHEMBL1201581 7124 0.4
15 C0002395 CHEMBL1201581 7124 0.4
16 C0024623 CHEMBL1201585 2064 0.6
17 C0024623 CHEMBL1201585 2064 0.6
18 C0028754 CHEMBL1419 6532 0.1
19 C0028754 CHEMBL1419 6531 0.02
20 C0028754 CHEMBL1419 6532 0.1
21 C0028754 CHEMBL1419 6531 0.02
22 C0028754 CHEMBL1419 6532 0.1
23 C0028754 CHEMBL1419 6531 0.02
24 C0028754 CHEMBL1419 6532 0.1
25 C0028754 CHEMBL1419 6531 0.02
26 C0006142 CHEMBL1431 5564 0.05
27 C0006142 CHEMBL1431 5564 0.05
28 C0376358 CHEMBL1431 5564 0.06
29 C0376358 CHEMBL1431 5564 0.06
30 C0376358 CHEMBL1431 5564 0.06
31 C0376358 CHEMBL1431 5564 0.06
32 C0376358 CHEMBL1431 5564 0.06
33 C0376358 CHEMBL1431 5564 0.06
34 C0376358 CHEMBL1431 5564 0.06
35 C0376358 CHEMBL1431 5564 0.06
36 C0919267 CHEMBL1434 7422 0.1
37 C0919267 CHEMBL1434 836 0.03
38 C0919267 CHEMBL1434 4318 0.08
39 C0919267 CHEMBL1434 7422 0.1
40 C0919267 CHEMBL1434 836 0.03
41 C0919267 CHEMBL1434 4318 0.08
42 C0919267 CHEMBL1434 7422 0.1
43 C0919267 CHEMBL1434 836 0.03
44 C0919267 CHEMBL1434 4318 0.08
45 C0919267 CHEMBL1434 7422 0.1
46 C0919267 CHEMBL1434 836 0.03
47 C0919267 CHEMBL1434 4318 0.08
48 C0919267 CHEMBL1434 7422 0.1
49 C0919267 CHEMBL1434 836 0.03
50 C0919267 CHEMBL1434 4318 0.08
51 C0919267 CHEMBL1434 7422 0.1
52 C0919267 CHEMBL1434 836 0.03
53 C0919267 CHEMBL1434 4318 0.08
54 C0919267 CHEMBL1434 7422 0.1
55 C0919267 CHEMBL1434 836 0.03
56 C0919267 CHEMBL1434 4318 0.08
57 C0919267 CHEMBL1434 7422 0.1
58 C0919267 CHEMBL1434 836 0.03
59 C0919267 CHEMBL1434 4318 0.08
60 C1140680 CHEMBL1434 7422 0.1
61 C1140680 CHEMBL1434 3553 0.07
62 C1140680 CHEMBL1434 4843 0.02
63 C1140680 CHEMBL1434 836 0.1
64 C1140680 CHEMBL1434 4318 0.1
65 C1140680 CHEMBL1434 7422 0.1
66 C1140680 CHEMBL1434 3553 0.07
67 C1140680 CHEMBL1434 4843 0.02
68 C1140680 CHEMBL1434 836 0.1
69 C1140680 CHEMBL1434 4318 0.1
70 C1140680 CHEMBL1434 7422 0.1
71 C1140680 CHEMBL1434 3553 0.07
72 C1140680 CHEMBL1434 4843 0.02
73 C1140680 CHEMBL1434 836 0.1
74 C1140680 CHEMBL1434 4318 0.1
75 C1140680 CHEMBL1434 7422 0.1
76 C1140680 CHEMBL1434 3553 0.07
77 C1140680 CHEMBL1434 4843 0.02
78 C1140680 CHEMBL1434 836 0.1
79 C1140680 CHEMBL1434 4318 0.1
80 C1140680 CHEMBL1434 7422 0.1
81 C1140680 CHEMBL1434 3553 0.07
82 C1140680 CHEMBL1434 4843 0.02
83 C1140680 CHEMBL1434 836 0.1
84 C1140680 CHEMBL1434 4318 0.1
85 C1140680 CHEMBL1434 7422 0.1
86 C1140680 CHEMBL1434 3553 0.07
87 C1140680 CHEMBL1434 4843 0.02
88 C1140680 CHEMBL1434 836 0.1
89 C1140680 CHEMBL1434 4318 0.1
90 C1140680 CHEMBL1434 7422 0.1
91 C1140680 CHEMBL1434 3553 0.07
92 C1140680 CHEMBL1434 4843 0.02
93 C1140680 CHEMBL1434 836 0.1
94 C1140680 CHEMBL1434 4318 0.1
95 C1140680 CHEMBL1434 7422 0.1
96 C1140680 CHEMBL1434 3553 0.07
97 C1140680 CHEMBL1434 4843 0.02
98 C1140680 CHEMBL1434 836 0.1
99 C1140680 CHEMBL1434 4318 0.1
100 C0020538 CHEMBL1509 2908 0.7
101 C0020538 CHEMBL1509 4306 0.2
102 C0020538 CHEMBL1509 2908 0.7
103 C0020538 CHEMBL1509 4306 0.2
104 C0020538 CHEMBL1509 2908 0.7
105 C0020538 CHEMBL1509 4306 0.2
106 C0020538 CHEMBL1509 2908 0.7
107 C0020538 CHEMBL1509 4306 0.2
108 C0003873 CHEMBL1535 54106 0.02
109 C0002395 CHEMBL1581 1636 0.6
110 C0002395 CHEMBL1581 1636 0.6
111 C0002395 CHEMBL1581 1636 0.6
112 C0002395 CHEMBL1581 1636 0.6
113 C0002395 CHEMBL1581 1636 0.6
114 C0002395 CHEMBL1581 1636 0.6
115 C0002395 CHEMBL1581 1636 0.6
116 C0002395 CHEMBL1581 1636 0.6
117 C0007134 CHEMBL1908360 2475 0.5
118 C0279702 CHEMBL1908360 2475 0.6
119 C0006142 CHEMBL34259 1719 0.38
120 C0006142 CHEMBL34259 7298 0.4
121 C0006142 CHEMBL34259 471 0.02
122 C0003873 CHEMBL34259 1719 0.34
123 C0003873 CHEMBL34259 7298 0.07
124 C0003873 CHEMBL34259 471 0.33
125 C0041671 CHEMBL405 1813 0.3
126 C0041671 CHEMBL405 6531 0.51
127 C0030297 CHEMBL535 3791 0.31
128 C0030297 CHEMBL535 3791 0.31
129 C0030297 CHEMBL535 3791 0.31
130 C0030567 CHEMBL589 1815 0.04
131 C0030567 CHEMBL589 1814 0.1
132 C0030567 CHEMBL589 1815 0.04
133 C0030567 CHEMBL589 1814 0.1
134 C0030567 CHEMBL589 1815 0.04
135 C0030567 CHEMBL589 1814 0.1
136 C0030567 CHEMBL589 1815 0.04
137 C0030567 CHEMBL589 1814 0.1
138 C0030567 CHEMBL589 1815 0.04
139 C0030567 CHEMBL589 1814 0.1
140 C0002395 CHEMBL659 590 0.4
141 C0002395 CHEMBL659 43 0.4
142 C0002395 CHEMBL659 1139 0.4
143 C0002395 CHEMBL659 89832 0.02
144 C0002395 CHEMBL659 590 0.4
145 C0002395 CHEMBL659 43 0.4
146 C0002395 CHEMBL659 1139 0.4
147 C0002395 CHEMBL659 89832 0.02
148 C0002395 CHEMBL659 590 0.4
149 C0002395 CHEMBL659 43 0.4
150 C0002395 CHEMBL659 1139 0.4
151 C0002395 CHEMBL659 89832 0.02
152 C0002395 CHEMBL659 590 0.4
153 C0002395 CHEMBL659 43 0.4
154 C0002395 CHEMBL659 1139 0.4
155 C0002395 CHEMBL659 89832 0.02
156 C0002395 CHEMBL659 590 0.4
157 C0002395 CHEMBL659 43 0.4
158 C0002395 CHEMBL659 1139 0.4
159 C0002395 CHEMBL659 89832 0.02
160 C0002395 CHEMBL659 590 0.4
161 C0002395 CHEMBL659 43 0.4
162 C0002395 CHEMBL659 1139 0.4
163 C0002395 CHEMBL659 89832 0.02
164 C0002395 CHEMBL659 590 0.4
165 C0002395 CHEMBL659 43 0.4
166 C0002395 CHEMBL659 1139 0.4
167 C0002395 CHEMBL659 89832 0.02
168 C0002395 CHEMBL659 590 0.4
169 C0002395 CHEMBL659 43 0.4
170 C0002395 CHEMBL659 1139 0.4
171 C0002395 CHEMBL659 89832 0.02
172 C0020538 CHEMBL779 50940 0.1
173 C0020538 CHEMBL779 8654 0.04
174 C0020538 CHEMBL779 50940 0.1
175 C0020538 CHEMBL779 8654 0.04
176 C0020538 CHEMBL779 50940 0.1
177 C0020538 CHEMBL779 8654 0.04
178 C0020538 CHEMBL779 50940 0.1
179 C0020538 CHEMBL779 8654 0.04
180 C0376358 CHEMBL960 196 0.37
181 C0376358 CHEMBL960 2185 0.1
182 C0376358 CHEMBL960 196 0.37
183 C0376358 CHEMBL960 2185 0.1
184 C0376358 CHEMBL960 196 0.37
185 C0376358 CHEMBL960 2185 0.1
186 C0376358 CHEMBL960 196 0.37
187 C0376358 CHEMBL960 2185 0.1
188 C0011570 CHEMBL1175 6532 0.6
189 C0011570 CHEMBL1175 6531 0.39
190 C0011570 CHEMBL1175 6530 0.6
191 C0003873 CHEMBL118 5743 0.4
192 C0003873 CHEMBL1201572 2214 0.1
193 C0003873 CHEMBL1201572 2212 0.4
194 C0003873 CHEMBL1201572 2215 0.1
195 C0003873 CHEMBL1201572 4049 0.06
196 C0003873 CHEMBL1201572 2209 0.02
197 C0006826 CHEMBL129 7015 0.35
198 C0006826 CHEMBL129 7015 0.35
199 C0006826 CHEMBL129 7015 0.35
200 C0006826 CHEMBL129 7015 0.35
201 C0006826 CHEMBL129 7015 0.35
202 C0006826 CHEMBL129 7015 0.35
203 C0006826 CHEMBL129 7015 0.35
204 C0006826 CHEMBL129 7015 0.35
205 C0006826 CHEMBL129 7015 0.35
206 C0006826 CHEMBL129 7015 0.35
207 C0006826 CHEMBL129 7015 0.35
208 C0006826 CHEMBL129 7015 0.35
209 C0006826 CHEMBL129 7015 0.35
210 C0006826 CHEMBL129 7015 0.35
211 C0006826 CHEMBL129 7015 0.35
212 C0006826 CHEMBL129 7015 0.35
213 C0006826 CHEMBL129 7015 0.35
214 C0006826 CHEMBL129 7015 0.35
215 C0006826 CHEMBL129 7015 0.35
216 C0006826 CHEMBL129 7015 0.35
217 C0006826 CHEMBL129 7015 0.35
218 C0006826 CHEMBL129 7015 0.35
219 C0006826 CHEMBL129 7015 0.35
220 C0006826 CHEMBL129 7015 0.35
221 C0006826 CHEMBL129 7015 0.35
222 C0006826 CHEMBL129 7015 0.35
223 C0006826 CHEMBL129 7015 0.35
224 C0006826 CHEMBL129 7015 0.35
225 C0006826 CHEMBL129 7015 0.35
226 C0006826 CHEMBL129 7015 0.35
227 C0006826 CHEMBL129 7015 0.35
228 C0006826 CHEMBL129 7015 0.35
229 C0006826 CHEMBL129 7015 0.35
230 C0006826 CHEMBL129 7015 0.35
231 C0006826 CHEMBL129 7015 0.35
232 C0006826 CHEMBL129 7015 0.35
233 C0006826 CHEMBL129 7015 0.35
234 C0006826 CHEMBL129 7015 0.35
235 C0003873 CHEMBL1366 3551 0.02
236 C0011570 CHEMBL1419 6532 0.6
237 C0011570 CHEMBL1419 6531 0.39
238 C0011570 CHEMBL1419 6530 0.6
239 C0011849 CHEMBL1431 5564 0.05
240 C0011849 CHEMBL1431 5564 0.05
241 C0011849 CHEMBL1431 5564 0.05
242 C0011849 CHEMBL1431 5564 0.05
243 C0011849 CHEMBL1431 5564 0.05
244 C0011849 CHEMBL1431 5564 0.05
245 C0011849 CHEMBL1431 5564 0.05
246 C0011849 CHEMBL1431 5564 0.05
247 C0011849 CHEMBL1431 5564 0.05
248 C0011849 CHEMBL1431 5564 0.05
249 C0011849 CHEMBL1431 5564 0.05
250 C0011849 CHEMBL1431 5564 0.05
251 C0020538 CHEMBL1737 8654 0.04
252 C0020538 CHEMBL1737 8654 0.04
253 C0020538 CHEMBL1737 8654 0.04
254 C0020538 CHEMBL1737 8654 0.04
255 C0011570 CHEMBL2110900 6532 0.6
256 C0014544 CHEMBL220492 2554 0.04
257 C0014544 CHEMBL220492 6335 0.14
258 C0014544 CHEMBL220492 2554 0.04
259 C0014544 CHEMBL220492 6335 0.14
260 C0014544 CHEMBL220492 2554 0.04
261 C0014544 CHEMBL220492 6335 0.14
262 C0011570 CHEMBL259209 6532 0.6
263 C0011570 CHEMBL259209 6530 0.6
264 C0006826 CHEMBL34259 7298 0.02
265 C0006826 CHEMBL34259 7298 0.02
266 C0006826 CHEMBL34259 7298 0.02
267 C0006826 CHEMBL34259 7298 0.02
268 C0006826 CHEMBL34259 7298 0.02
269 C0006826 CHEMBL34259 7298 0.02
270 C0006826 CHEMBL34259 7298 0.02
271 C0006826 CHEMBL34259 7298 0.02
272 C0006826 CHEMBL34259 7298 0.02
273 C0006826 CHEMBL34259 7298 0.02
274 C0006826 CHEMBL34259 7298 0.02
275 C0006826 CHEMBL34259 7298 0.02
276 C0006826 CHEMBL34259 7298 0.02
277 C0006826 CHEMBL34259 7298 0.02
278 C0006826 CHEMBL34259 7298 0.02
279 C0006826 CHEMBL34259 7298 0.02
280 C0006826 CHEMBL34259 7298 0.02
281 C0006826 CHEMBL34259 7298 0.02
282 C0006826 CHEMBL34259 7298 0.02
283 C0006826 CHEMBL34259 7298 0.02
284 C0006826 CHEMBL34259 7298 0.02
285 C0006826 CHEMBL34259 7298 0.02
286 C0006826 CHEMBL34259 7298 0.02
287 C0006826 CHEMBL34259 7298 0.02
288 C0006826 CHEMBL34259 7298 0.02
289 C0006826 CHEMBL34259 7298 0.02
290 C0006826 CHEMBL34259 7298 0.02
291 C0006826 CHEMBL34259 7298 0.02
292 C0006826 CHEMBL34259 7298 0.02
293 C0006826 CHEMBL34259 7298 0.02
294 C0006826 CHEMBL34259 7298 0.02
295 C0006826 CHEMBL34259 7298 0.02
296 C0006826 CHEMBL34259 7298 0.02
297 C0006826 CHEMBL34259 7298 0.02
298 C0006826 CHEMBL34259 7298 0.02
299 C0006826 CHEMBL34259 7298 0.02
300 C0006826 CHEMBL34259 7298 0.02
301 C0006826 CHEMBL34259 7298 0.02
302 C0011570 CHEMBL41 6532 0.6
303 C0011570 CHEMBL41 3358 0.38
304 C0011570 CHEMBL41 1135 0.3
305 C0006826 CHEMBL428647 596 0.1
306 C0006826 CHEMBL428647 596 0.1
307 C0006826 CHEMBL428647 596 0.1
308 C0006826 CHEMBL428647 596 0.1
309 C0006826 CHEMBL428647 596 0.1
310 C0006826 CHEMBL428647 596 0.1
311 C0006826 CHEMBL428647 596 0.1
312 C0006826 CHEMBL428647 596 0.1
313 C0006826 CHEMBL428647 596 0.1
314 C0006826 CHEMBL428647 596 0.1
315 C0006826 CHEMBL428647 596 0.1
316 C0006826 CHEMBL428647 596 0.1
317 C0006826 CHEMBL428647 596 0.1
318 C0006826 CHEMBL428647 596 0.1
319 C0006826 CHEMBL428647 596 0.1
320 C0006826 CHEMBL428647 596 0.1
321 C0006826 CHEMBL428647 596 0.1
322 C0006826 CHEMBL428647 596 0.1
323 C0006826 CHEMBL428647 596 0.1
324 C0006826 CHEMBL428647 596 0.1
325 C0006826 CHEMBL428647 596 0.1
326 C0006826 CHEMBL428647 596 0.1
327 C0006826 CHEMBL428647 596 0.1
328 C0006826 CHEMBL428647 596 0.1
329 C0006826 CHEMBL428647 596 0.1
330 C0006826 CHEMBL428647 596 0.1
331 C0006826 CHEMBL428647 596 0.1
332 C0006826 CHEMBL428647 596 0.1
333 C0006826 CHEMBL428647 596 0.1
334 C0006826 CHEMBL428647 596 0.1
335 C0006826 CHEMBL428647 596 0.1
336 C0006826 CHEMBL428647 596 0.1
337 C0006826 CHEMBL428647 596 0.1
338 C0006826 CHEMBL428647 596 0.1
339 C0006826 CHEMBL428647 596 0.1
340 C0006826 CHEMBL428647 596 0.1
341 C0006826 CHEMBL428647 596 0.1
342 C0006826 CHEMBL428647 596 0.1
343 C0030567 CHEMBL53 1815 0.04
344 C0030567 CHEMBL53 1814 0.1
345 C0030567 CHEMBL53 1812 0.52
346 C0030567 CHEMBL53 3350 0.22
347 C0030567 CHEMBL53 1815 0.04
348 C0030567 CHEMBL53 1814 0.1
349 C0030567 CHEMBL53 1812 0.52
350 C0030567 CHEMBL53 3350 0.22
351 C0030567 CHEMBL53 1815 0.04
352 C0030567 CHEMBL53 1814 0.1
353 C0030567 CHEMBL53 1812 0.52
354 C0030567 CHEMBL53 3350 0.22
355 C0030567 CHEMBL53 1815 0.04
356 C0030567 CHEMBL53 1814 0.1
357 C0030567 CHEMBL53 1812 0.52
358 C0030567 CHEMBL53 3350 0.22
359 C0030567 CHEMBL53 1815 0.04
360 C0030567 CHEMBL53 1814 0.1
361 C0030567 CHEMBL53 1812 0.52
362 C0030567 CHEMBL53 3350 0.22
363 C0007134 CHEMBL535 3815 0.06
364 C0007134 CHEMBL535 3791 0.09
365 C0007134 CHEMBL535 5159 0.02
366 C0279702 CHEMBL535 3815 0.02
367 C0279702 CHEMBL535 1436 0.02
368 C0279702 CHEMBL535 2324 0.3
369 C0279702 CHEMBL535 3791 0.37
370 C0020538 CHEMBL589 1813 0.36
371 C0020538 CHEMBL589 1814 0.2
372 C0020538 CHEMBL589 152 0.02
373 C0020538 CHEMBL589 1813 0.36
374 C0020538 CHEMBL589 1814 0.2
375 C0020538 CHEMBL589 152 0.02
376 C0020538 CHEMBL589 1813 0.36
377 C0020538 CHEMBL589 1814 0.2
378 C0020538 CHEMBL589 152 0.02
379 C0020538 CHEMBL589 1813 0.36
380 C0020538 CHEMBL589 1814 0.2
381 C0020538 CHEMBL589 152 0.02
382 C0020538 CHEMBL597 150 0.52
383 C0020538 CHEMBL597 148 0.24
384 C0020538 CHEMBL597 146 0.03
385 C0020538 CHEMBL597 147 0.02
386 C0020538 CHEMBL597 150 0.52
387 C0020538 CHEMBL597 148 0.24
388 C0020538 CHEMBL597 146 0.03
389 C0020538 CHEMBL597 147 0.02
390 C0020538 CHEMBL597 150 0.52
391 C0020538 CHEMBL597 148 0.24
392 C0020538 CHEMBL597 146 0.03
393 C0020538 CHEMBL597 147 0.02
394 C0020538 CHEMBL597 150 0.52
395 C0020538 CHEMBL597 148 0.24
396 C0020538 CHEMBL597 146 0.03
397 C0020538 CHEMBL597 147 0.02
398 C0030567 CHEMBL641 6532 0.04
399 C0030567 CHEMBL641 6530 0.03
400 C0030567 CHEMBL641 6532 0.04
401 C0030567 CHEMBL641 6530 0.03
402 C0030567 CHEMBL641 6532 0.04
403 C0030567 CHEMBL641 6530 0.03
404 C0030567 CHEMBL641 6532 0.04
405 C0030567 CHEMBL641 6530 0.03
406 C0030567 CHEMBL641 6532 0.04
407 C0030567 CHEMBL641 6530 0.03
408 C0007222 CHEMBL779 8654 0.03
409 C0007222 CHEMBL779 8654 0.03
410 C0007222 CHEMBL779 8654 0.03
411 C0020538 CHEMBL802 3758 0.3
412 C0020538 CHEMBL802 5742 0.05
413 C0020538 CHEMBL802 3758 0.3
414 C0020538 CHEMBL802 5742 0.05
415 C0020538 CHEMBL802 3758 0.3
416 C0020538 CHEMBL802 5742 0.05
417 C0020538 CHEMBL802 3758 0.3
418 C0020538 CHEMBL802 5742 0.05
419 C0006142 CHEMBL81 2100 0.4
420 C0006142 CHEMBL81 2099 0.9
421 C0376358 CHEMBL81 2100 0.4
422 C0376358 CHEMBL81 2099 0.4
423 C0376358 CHEMBL81 2100 0.4
424 C0376358 CHEMBL81 2099 0.4
425 C0376358 CHEMBL81 2100 0.4
426 C0376358 CHEMBL81 2099 0.4
427 C0376358 CHEMBL81 2100 0.4
428 C0376358 CHEMBL81 2099 0.4
429 C0011570 CHEMBL894 3359 0.33
430 C0011570 CHEMBL894 6531 0.39
431 C0011570 CHEMBL894 6530 0.6
432 C0023473 CHEMBL941 25 0.8
433 C0023473 CHEMBL941 613 0.7
434 C0023473 CHEMBL941 5156 0.09
435 C0023473 CHEMBL941 3815 0.2
436 C0023473 CHEMBL941 3815 0.2
437 C0023473 CHEMBL941 4914 0.03
438 C0023473 CHEMBL941 5159 0.02
439 C0023473 CHEMBL941 25 0.8
440 C0023473 CHEMBL941 613 0.7
441 C0023473 CHEMBL941 5156 0.09
442 C0023473 CHEMBL941 3815 0.2
443 C0023473 CHEMBL941 3815 0.2
444 C0023473 CHEMBL941 4914 0.03
445 C0023473 CHEMBL941 5159 0.02
446 C0003873 CHEMBL960 196 0.37
447 C0003873 CHEMBL960 2185 0.03
448 C0003873 CHEMBL960 1723 0.02
disease_id drug_id
0 C0020538 CHEMBL578
1 C0020538 CHEMBL577
2 C0019693 CHEMBL525076
3 C0030567 CHEMBL953
4 C0020538 CHEMBL813
5 C0033578 CHEMBL1200721
6 C0003873 CHEMBL94081
7 C0003873 CHEMBL622
8 C0019693 CHEMBL308954
9 C0007134 CHEMBL1908360
10 C0020474 CHEMBL1138
11 C0020473 CHEMBL1138
12 C0014544 CHEMBL1094
13 C0020538 CHEMBL1480
14 C0028754 CHEMBL87493
15 C0020473 CHEMBL672
16 C0020474 CHEMBL672
17 C0003873 CHEMBL1297
18 C0023434 CHEMBL1096882
19 C0020538 CHEMBL1639
20 C0028768 CHEMBL41
21 C0005587 CHEMBL41
22 C0036341 CHEMBL726
23 C0003873 CHEMBL563
24 C0036341 CHEMBL46516
25 C0033578 CHEMBL806
26 C0020474 CHEMBL2218894
27 C0028768 CHEMBL814
28 C0002888 CHEMBL1679
29 C0019693 CHEMBL1664
30 C0019693 CHEMBL116
31 C0020538 CHEMBL3039598
32 C0014544 CHEMBL16
33 C0020538 CHEMBL35
34 C0002395 CHEMBL659
35 C1140680 CHEMBL888
36 C0020538 CHEMBL1037
37 C0020538 CHEMBL765
38 C0020538 CHEMBL862
39 C0040517 CHEMBL54
40 C0036341 CHEMBL54
41 C0020538 CHEMBL276832
42 C0020538 CHEMBL435
43 C0003873 CHEMBL389621
44 C0021390 CHEMBL389621
45 C0026769 CHEMBL389621
46 C0003873 CHEMBL1535
47 C1140680 CHEMBL467
48 C0025202 CHEMBL467
49 C0003873 CHEMBL521
50 C1140680 CHEMBL1455
51 C0238198 CHEMBL941
52 C0020538 CHEMBL317094
53 C0020538 CHEMBL406
54 C0019693 CHEMBL115
55 C0030567 CHEMBL660
56 C0003873 CHEMBL6
57 C0020538 CHEMBL1513
58 C0020538 CHEMBL547
59 C0020538 CHEMBL1648
60 C0020538 CHEMBL51
61 C0003873 CHEMBL571
62 C0020538 CHEMBL429
63 C0019693 CHEMBL141
64 C0014544 CHEMBL741
65 C0003873 CHEMBL960
66 C0026769 CHEMBL973
67 C0030567 CHEMBL1009
68 C0030567 CHEMBL59
69 C0020538 CHEMBL945
70 C0020538 CHEMBL1237
71 C0006118 CHEMBL514
72 C0019693 CHEMBL729
73 C0020538 CHEMBL191
74 C0020473 CHEMBL503
75 C0020474 CHEMBL503
76 C0036341 CHEMBL831
77 C0005586 CHEMBL831
78 C0028754 CHEMBL781
79 C0020538 CHEMBL267936
80 C0023434 CHEMBL427
81 C0003873 CHEMBL509
82 C0003873 CHEMBL599
83 C1140680 CHEMBL852
84 C0014544 CHEMBL861
85 C0014544 CHEMBL45029
86 C0036341 CHEMBL1088
87 C0028754 CHEMBL1201201
88 C0003873 CHEMBL34259
89 C0020538 CHEMBL1577
90 C0020538 CHEMBL459
91 C0028754 CHEMBL19019
92 C0003873 CHEMBL650
93 C0026769 CHEMBL650
94 C0021390 CHEMBL650
95 C0020538 CHEMBL878
96 C0020538 CHEMBL13
97 C0020538 CHEMBL45816
98 C0017205 CHEMBL1029
99 C0020538 CHEMBL802
100 C0020538 CHEMBL1165
101 C0020538 CHEMBL1491
102 C0036341 CHEMBL460
103 C0003873 CHEMBL1070
104 C0020538 CHEMBL649
105 C0003873 CHEMBL154
106 C0020538 CHEMBL434394
107 C0019693 CHEMBL584
108 C0019693 CHEMBL57
109 C0020538 CHEMBL1484
110 C0020538 CHEMBL193
111 C0020538 CHEMBL1726
112 C0028754 CHEMBL405
113 C0030567 CHEMBL1437
114 C0005587 CHEMBL715
115 C0036341 CHEMBL715
116 C0020538 CHEMBL1200692
117 C0028754 CHEMBL175247
118 C0021400 CHEMBL1229
119 C0020538 CHEMBL546
120 C0036341 CHEMBL2107011
121 C1140680 CHEMBL428647
122 C0020538 CHEMBL428647
123 C0020538 CHEMBL673
124 C0028768 CHEMBL490
125 C0020538 CHEMBL1290
126 C0003873 CHEMBL1430
127 C0019202 CHEMBL1430
128 C0014544 CHEMBL448
129 C0020538 CHEMBL1581
130 C0036341 CHEMBL567
131 C0028754 CHEMBL1615439
132 C0014544 CHEMBL40
133 C0028754 CHEMBL1574
134 C0040517 CHEMBL1423
135 C0020538 CHEMBL1159
136 C0020538 CHEMBL500
137 C0020538 CHEMBL349803
138 C0003873 CHEMBL527
139 C0020538 CHEMBL1587
140 C0030567 CHEMBL301265
141 C0020474 CHEMBL1144
142 C0026769 CHEMBL131
143 C0021390 CHEMBL131
144 C0003873 CHEMBL131
145 C0034069 CHEMBL131
146 C0023434 CHEMBL635
147 C0026769 CHEMBL635
148 C0003873 CHEMBL635
149 C0021390 CHEMBL635
150 C0014544 CHEMBL856
151 C0020473 CHEMBL608
152 C0030567 CHEMBL86715
153 C0030567 CHEMBL53
154 C0007194 CHEMBL27
155 C0020538 CHEMBL27
156 C0036341 CHEMBL716
157 C0005587 CHEMBL716
158 C0005586 CHEMBL716
159 C0020538 CHEMBL1592
160 C0019693 CHEMBL254316
161 C0020538 CHEMBL1168
162 C0020538 CHEMBL772
163 C0002736 CHEMBL744
164 C0036341 CHEMBL85
165 C0019693 CHEMBL163
166 C0002395 CHEMBL636
167 C0003873 CHEMBL122
168 C0030567 CHEMBL589
169 C0020474 CHEMBL1496
170 C0030567 CHEMBL1303
171 C0003873 CHEMBL424
172 C0036341 CHEMBL1112
173 C0003873 CHEMBL154111
174 C0019693 CHEMBL114
175 C0030567 CHEMBL972
176 C0036341 CHEMBL12713
177 C0028768 CHEMBL809
178 C0038436 CHEMBL809
179 C0028754 CHEMBL1419
180 C0020479 CHEMBL1064
181 C0020474 CHEMBL1064
182 C0007134 CHEMBL413
183 C0007134 CHEMBL1336
184 C0020538 CHEMBL431
185 C0020538 CHEMBL1393
186 C0019693 CHEMBL991
187 C0003873 CHEMBL421
188 C0003873 CHEMBL15770
189 C0036341 CHEMBL26
190 C0019693 CHEMBL1163
191 C0238198 CHEMBL535
192 C0007134 CHEMBL535
193 C0020538 CHEMBL24
194 C0002395 CHEMBL95
195 C0020474 CHEMBL1487
196 C0020479 CHEMBL1487
197 C0020538 CHEMBL1017
198 C0019693 CHEMBL1538
199 C0024623 CHEMBL185
200 C0020179 CHEMBL117785
201 C0014544 CHEMBL441
202 C1140680 CHEMBL671
203 C0005684 CHEMBL671
204 C0036341 CHEMBL1201
205 C0010308 CHEMBL1624
206 C0020538 CHEMBL267744
207 C0003873 CHEMBL1542
208 C0030567 CHEMBL1324
209 C1140680 CHEMBL84
210 C0020538 CHEMBL1148
211 C0020538 CHEMBL1519
212 C0003873 CHEMBL1451
213 C0026769 CHEMBL1451
214 C0020538 CHEMBL585
215 C0020538 CHEMBL1054
216 C0007134 CHEMBL609
217 C0019202 CHEMBL609
218 C0036341 CHEMBL422
219 C0030567 CHEMBL1490
220 C0014544 CHEMBL695
221 C0023434 CHEMBL1488
222 C0014544 CHEMBL109
223 C0020538 CHEMBL1069
224 C0020538 CHEMBL6966
225 C0027819 CHEMBL501867
226 C0025202 CHEMBL238071
227 C0020474 CHEMBL573
228 C0020473 CHEMBL573
229 C0035579 CHEMBL1042
230 C0020538 CHEMBL517199
231 C0019693 CHEMBL853
232 C0019693 CHEMBL129
233 C0036341 CHEMBL708
234 C0020538 CHEMBL838
235 C0023434 CHEMBL487253
236 C0020538 CHEMBL1684
237 C0238052 CHEMBL205596
238 C0003873 CHEMBL340978
239 C0021400 CHEMBL1255
240 C0028754 CHEMBL3545985
241 C0030567 CHEMBL1201203
242 C0019693 CHEMBL1380
243 C0021390 CHEMBL632
244 C0003873 CHEMBL632
245 C0030567 CHEMBL887
246 C0020538 CHEMBL423
247 C0020538 CHEMBL611
248 C0020473 CHEMBL264374
249 C0030567 CHEMBL1101
250 C0020538 CHEMBL645
251 C0020538 CHEMBL420
252 C0020538 CHEMBL642
253 C0030567 CHEMBL493
254 C0020538 CHEMBL499
255 C0036341 CHEMBL3544974
256 C0007134 CHEMBL477772
257 C0003873 CHEMBL1366
258 C1140680 CHEMBL1351
259 C0036341 CHEMBL1621
260 C0028754 CHEMBL111
261 C0002736 CHEMBL290916
262 C0020538 CHEMBL250270
263 C0007134 CHEMBL1201182
264 C0026769 CHEMBL284348
265 C0036341 CHEMBL1237021
266 C0005587 CHEMBL1237021
267 C0376358 CHEMBL254328
268 C0032463 CHEMBL1789941
269 C0002892 CHEMBL2110563
270 C0005586 CHEMBL1200826
271 C0003873 CHEMBL1200826
272 C0020538 CHEMBL2
273 C0007134 CHEMBL1289926
274 C0019202 CHEMBL1200928
275 C0003873 CHEMBL93645
276 C0002892 CHEMBL2103737
277 C0003873 CHEMBL2354773
278 C0028754 CHEMBL894
279 C0028754 CHEMBL360328
280 C1140680 CHEMBL2068237
281 C0024623 CHEMBL20883
282 C0003873 CHEMBL977
283 C0021390 CHEMBL977
284 C0026769 CHEMBL977
285 C0005586 CHEMBL1201170
286 C0376358 CHEMBL1082407
287 C0020538 CHEMBL2097081
288 C1140680 CHEMBL450449
289 C0035579 CHEMBL1040
290 C0003873 CHEMBL221959
291 C0007134 CHEMBL2105717
292 C0020538 CHEMBL1014
293 C0024623 CHEMBL1773
294 C0376358 CHEMBL2107816
295 C0023434 CHEMBL1873475
296 C0017205 CHEMBL2110588
297 C0020538 CHEMBL1560
298 C0023434 CHEMBL2216870
299 C0014544 CHEMBL108
300 C1140680 CHEMBL521686
301 C0030567 CHEMBL396778
302 C0030567 CHEMBL1201236
303 C0003873 CHEMBL1201570
304 C0162565 CHEMBL2096654
305 C0153633 CHEMBL513
306 C0002395 CHEMBL1149
307 C0023434 CHEMBL3137309
308 C0020538 CHEMBL839
309 C0003873 CHEMBL2105759
310 C1140680 CHEMBL1173055
311 C0020538 CHEMBL723
312 C0023467 CHEMBL608533
313 C0376358 CHEMBL3183409
314 C0003873 CHEMBL118
315 C0020538 CHEMBL27810
316 C0023434 CHEMBL515
317 C0003873 CHEMBL76
318 C0020538 CHEMBL842
319 C0036341 CHEMBL71
320 C0036341 CHEMBL908
321 C0020538 CHEMBL1055
322 C0002395 CHEMBL1697733
323 C0020538 CHEMBL515606
324 C0020474 CHEMBL557555
325 C0020538 CHEMBL1237132
326 C0020473 CHEMBL565
327 C0028768 CHEMBL415
328 C0020538 CHEMBL134
329 C0021390 CHEMBL1650
330 C0003873 CHEMBL1650
331 C0026769 CHEMBL1650
332 C0003873 CHEMBL25
333 C0027819 CHEMBL88
334 C0020476 CHEMBL345714
335 C0003873 CHEMBL160
336 C0024591 CHEMBL1201288
337 C0019693 CHEMBL593
338 C0021390 CHEMBL384467
339 C0003873 CHEMBL384467
340 C0026769 CHEMBL384467
341 C0028754 CHEMBL248702
342 C0014544 CHEMBL12
343 C0003873 CHEMBL139
344 C0019693 CHEMBL1460
345 C0028754 CHEMBL1194666
346 C0003873 CHEMBL898
347 C0020538 CHEMBL23
348 C0024623 CHEMBL92
349 C0376358 CHEMBL92
350 C0002395 CHEMBL502
351 C0020538 CHEMBL707
352 C0005587 CHEMBL1628227
353 C0027819 CHEMBL53463
354 C1140680 CHEMBL53463
355 C0019693 CHEMBL223228
356 C0014544 CHEMBL1201336
357 C0007820 CHEMBL1197051
358 C0003873 CHEMBL973
359 C0010308 CHEMBL1544
360 C0014544 CHEMBL697
361 C0014544 CHEMBL267894
362 C0013369 CHEMBL9
363 C0013369 CHEMBL4
364 C0003873 CHEMBL1071
365 C0014544 CHEMBL1100
366 C0038436 CHEMBL490
367 C0036341 CHEMBL1201154
368 C0014544 CHEMBL918
369 C0028754 CHEMBL1201208
370 C0020474 CHEMBL1201753
371 C0020479 CHEMBL1144
372 C0036341 CHEMBL728
373 C0162565 CHEMBL564
374 C0036341 CHEMBL564
375 C0020479 CHEMBL1496
376 C0014544 CHEMBL447
377 C0020473 CHEMBL1624
378 C0003873 CHEMBL365795
379 C0007820 CHEMBL770
380 C0003873 CHEMBL1020
381 C0021390 CHEMBL1451
382 C0005684 CHEMBL1096885
383 C0002892 CHEMBL1547
384 C0035579 CHEMBL1536
385 C0035579 CHEMBL2356023
386 C0021400 CHEMBL222813
387 C0036341 CHEMBL14376
388 C0026769 CHEMBL632
389 C0019693 CHEMBL222559
390 C0019693 CHEMBL1323
391 C0003873 CHEMBL1091
392 C0021390 CHEMBL1091
393 C0026769 CHEMBL1091
394 C0238198 CHEMBL1946170
395 C0007134 CHEMBL1289601
396 C0032897 CHEMBL3301668
397 C0011849 CHEMBL1201496
398 C0036341 CHEMBL2105760
399 C0036341 CHEMBL2028019
400 C0030567 CHEMBL2111101
401 C0025202 CHEMBL1201558
402 C0020474 CHEMBL1477
403 C0028754 CHEMBL1201269
404 C0162565 CHEMBL71
405 C0013369 CHEMBL8
406 C0020473 CHEMBL1201474
407 C0020473 CHEMBL559
408 C0010674 CHEMBL689
409 C0030567 CHEMBL2103827
410 C0035579 CHEMBL846
411 C0027819 CHEMBL1006
412 C0027819 CHEMBL852
413 C0027819 CHEMBL671
414 C0027819 CHEMBL820
415 C0020473 CHEMBL1487
416 C0011849 CHEMBL1487
417 C0004153 CHEMBL1464
418 C0004153 CHEMBL25
419 C0026769 CHEMBL25
420 C0005586 CHEMBL41
421 C0036341 CHEMBL41
422 C0027819 CHEMBL44657
423 C0003873 CHEMBL468
424 C0027819 CHEMBL2068237
425 C0003873 CHEMBL88
426 C0025202 CHEMBL88
427 C0026769 CHEMBL88
428 C0027819 CHEMBL481
429 C0004153 CHEMBL635
430 C0036341 CHEMBL1324
431 C0003125 CHEMBL135
432 C0005586 CHEMBL741
433 C0036341 CHEMBL741
434 C0002736 CHEMBL1200826
435 C0003873 CHEMBL1908360
436 C0004153 CHEMBL1908360
437 C0027819 CHEMBL1908360
438 C0003873 CHEMBL413
439 C0004153 CHEMBL413
440 C0027819 CHEMBL413
441 C0011849 CHEMBL294199
442 C0003873 CHEMBL325041
443 C0026769 CHEMBL924
444 C0027819 CHEMBL924
445 C0027819 CHEMBL1024
446 C0027819 CHEMBL414804
447 C0002395 CHEMBL1276308
448 C0030567 CHEMBL1082
449 C0020473 CHEMBL1140
450 C0004153 CHEMBL1140
451 C0028754 CHEMBL1140
452 C0004153 CHEMBL573
453 C0028754 CHEMBL573
454 C0007134 CHEMBL1489
455 C0007134 CHEMBL1201129
456 C0003469 CHEMBL549
457 C0036341 CHEMBL549
458 C0011849 CHEMBL121
459 C0002395 CHEMBL121
460 C0004153 CHEMBL1064
461 C0020473 CHEMBL1064
462 C0011849 CHEMBL1064
463 C0005586 CHEMBL1064
464 C0002395 CHEMBL1064
465 C0026769 CHEMBL467
466 C0005586 CHEMBL715
467 C0010674 CHEMBL1747
468 C0030567 CHEMBL192
469 C0036341 CHEMBL807
470 C0026769 CHEMBL807
471 C0002395 CHEMBL807
472 C0002395 CHEMBL85
473 C0020473 CHEMBL1491
474 C0036341 CHEMBL19019
475 C0020473 CHEMBL106
476 C0020473 CHEMBL2097081
477 C0020473 CHEMBL667
478 C0007134 CHEMBL225072
479 C0030567 CHEMBL1503
480 C0010674 CHEMBL1503
481 C0036341 CHEMBL490
482 C0036341 CHEMBL502
483 C0030567 CHEMBL502
484 C0036341 CHEMBL42
485 C0021390 CHEMBL1370
486 C0005586 CHEMBL1234579
487 C0025202 CHEMBL109
488 C0027819 CHEMBL109
489 C0036341 CHEMBL109
490 C0036341 CHEMBL111
491 C0028754 CHEMBL220492
492 C0030567 CHEMBL220492
493 C0014544 CHEMBL220492
494 C0036341 CHEMBL220492
495 C0036341 CHEMBL809
496 C0003873 CHEMBL1201565
497 C0004153 CHEMBL1771
498 C0020473 CHEMBL1496
499 C0027819 CHEMBL1351
500 C0004153 CHEMBL1138
501 C0005586 CHEMBL1112
502 C0026769 CHEMBL134
503 C0003873 CHEMBL1622
504 C0007134 CHEMBL1622
505 C0010674 CHEMBL650
506 C0003873 CHEMBL1201265
507 C0026769 CHEMBL1201265
508 C0010674 CHEMBL131
509 C0014544 CHEMBL1286
510 C0036341 CHEMBL1286
511 C0003873 CHEMBL503
512 C0027819 CHEMBL810
513 C0025202 CHEMBL810
514 C0030567 CHEMBL219916
515 C0004153 CHEMBL269732
516 C0003125 CHEMBL716
517 C0002395 CHEMBL563
518 C0014544 CHEMBL1059
519 C0036341 CHEMBL1059
520 C0036341 CHEMBL14370
521 C0036341 CHEMBL580
522 C0027819 CHEMBL553
523 C0007134 CHEMBL553
524 C0028754 CHEMBL672
525 C0011849 CHEMBL1431
526 C0005684 CHEMBL105
527 C0026769 CHEMBL1434
528 C0028754 CHEMBL13
529 C0036341 CHEMBL46
530 C0036341 CHEMBL643
531 C0036341 CHEMBL657
532 C0028754 CHEMBL1399
533 C0027819 CHEMBL1201513
534 C0005586 CHEMBL742
535 C0011849 CHEMBL472
536 C0011849 CHEMBL595
537 C0002736 CHEMBL595
538 C0028754 CHEMBL595
539 C0014544 CHEMBL723
540 C0011849 CHEMBL1042
541 C0026769 CHEMBL1042
542 C0027819 CHEMBL547
543 C0002395 CHEMBL547
544 C0027819 CHEMBL38
545 C0027819 CHEMBL16
546 C0036341 CHEMBL16
547 C0036341 CHEMBL45
548 C0026769 CHEMBL465
549 C0036341 CHEMBL465
550 C0014544 CHEMBL750
551 C0036341 CHEMBL750
552 C0005586 CHEMBL750
553 C0011849 CHEMBL414357
554 C0002395 CHEMBL414357
555 C0026769 CHEMBL314854
556 C0036341 CHEMBL940
557 C0003469 CHEMBL49
558 C0014544 CHEMBL49
559 C0036341 CHEMBL49
560 C0036341 CHEMBL637
561 C0027819 CHEMBL84
562 C0028754 CHEMBL424
563 C0010674 CHEMBL1422
564 C0036341 CHEMBL773
565 C0036341 CHEMBL655
566 C0014544 CHEMBL655
567 C0026769 CHEMBL386630
568 C0026769 CHEMBL1395
569 C0007134 CHEMBL1535
570 C0036341 CHEMBL894
571 C0002395 CHEMBL94
572 C0028754 CHEMBL1396
573 C0003873 CHEMBL1679
574 C0025202 CHEMBL554
575 C0003873 CHEMBL998
576 C0003873 CHEMBL112
577 C0036341 CHEMBL1201222
578 C0011849 CHEMBL1201866
579 C0028754 CHEMBL1201866
580 C0025202 CHEMBL1229517
581 C0025202 CHEMBL1282
582 C0028754 CHEMBL266481
583 C0036341 CHEMBL629
584 C0003873 CHEMBL932
585 C0002395 CHEMBL191083
586 C0036341 CHEMBL395429
587 C0005586 CHEMBL1648
588 C0036341 CHEMBL19224
589 C0036341 CHEMBL237500
590 C0025202 CHEMBL1131
591 C0036341 CHEMBL70418
592 C0014544 CHEMBL452
593 C0036341 CHEMBL911
594 C0036341 CHEMBL12
595 C0036341 CHEMBL968
596 C0036341 CHEMBL814
597 C0036341 CHEMBL661
598 C0036341 CHEMBL896
599 C0036341 CHEMBL11
600 C0036341 CHEMBL1764
601 C0036341 CHEMBL243712
602 C0036341 CHEMBL6437
603 C0036341 CHEMBL654
604 C0036341 CHEMBL445
605 C0036341 CHEMBL1068
606 C0036341 CHEMBL40
607 C0036341 CHEMBL1423
608 C0036341 CHEMBL479
609 C0036341 CHEMBL3989698
610 C0036341 CHEMBL621
611 C0036341 CHEMBL646
612 C0036341 CHEMBL297302
613 C0036341 CHEMBL1101
614 C0036341 CHEMBL1201293
615 C0036341 CHEMBL277062
616 C0036341 CHEMBL108
617 C0036341 CHEMBL455917
618 C0036341 CHEMBL415
619 C0026769 CHEMBL2107333
620 C0020473 CHEMBL1017
621 C0028754 CHEMBL1581
622 C0010674 CHEMBL191
623 C0032897 CHEMBL1680
624 C0027819 CHEMBL1680
625 C0027819 CHEMBL1324
626 C0005586 CHEMBL744
627 C0003125 CHEMBL691
628 C0028768 CHEMBL19019
629 C0007134 CHEMBL848
630 C0027819 CHEMBL1090
631 C0010674 CHEMBL1201320
632 C0036341 CHEMBL641
633 C0020473 CHEMBL220492
634 C0032897 CHEMBL220492
635 C0011849 CHEMBL1138
636 C0010674 CHEMBL1201265
637 C0028768 CHEMBL1286
638 C0027819 CHEMBL32
639 C0014544 CHEMBL580
640 C0010674 CHEMBL1434
641 C0028768 CHEMBL46
642 C0028768 CHEMBL742
643 C0028768 CHEMBL600
644 C0027819 CHEMBL550348
645 C0028754 CHEMBL1201497
646 C0038436 CHEMBL659
647 C0036341 CHEMBL659
648 C0002736 CHEMBL301265
649 C0028768 CHEMBL655
650 C0010674 CHEMBL1520
651 C0038436 CHEMBL27
652 C0036341 CHEMBL1175
653 C0010674 CHEMBL374478
654 C0010674 CHEMBL443
655 C0010674 CHEMBL22
656 C0010674 CHEMBL790
657 C0038436 CHEMBL796
658 C0026769 CHEMBL1201563
659 C0014544 CHEMBL70418
660 C0036341 CHEMBL452
661 C0036341 CHEMBL21731
662 C0036341 CHEMBL86304
663 C0036341 CHEMBL1372950
664 C0036341 CHEMBL13209
665 C0036341 CHEMBL568
666 C0036341 CHEMBL636
667 C0036341 CHEMBL967
668 C0036341 CHEMBL644
669 C0036341 CHEMBL1628227
670 C0026769 CHEMBL420
671 C0026769 CHEMBL942
672 C0027819 CHEMBL34259
673 C0026769 CHEMBL502
674 C0007134 CHEMBL185
675 C0007134 CHEMBL384467
676 C0028754 CHEMBL384467
677 C0007134 CHEMBL650
678 C0028754 CHEMBL1042
679 C0036341 CHEMBL1042
680 C0027819 CHEMBL160
681 C0021390 CHEMBL1200399
682 C0010674 CHEMBL1064
683 C0028754 CHEMBL389621
684 C0036341 CHEMBL1023
685 C0036341 CHEMBL1396
686 C0030567 CHEMBL778
687 C0027819 CHEMBL1140
688 C0036341 CHEMBL1373
689 C0030567 CHEMBL1373
690 C0027819 CHEMBL269732
691 C0002395 CHEMBL32
692 C0007134 CHEMBL635
693 C0028754 CHEMBL1184
694 C0025202 CHEMBL503
695 C0026769 CHEMBL545
696 C0010674 CHEMBL177
697 C0030567 CHEMBL911
698 C0028754 CHEMBL1201199
699 C0028754 CHEMBL679
700 C0036341 CHEMBL98
701 C0038436 CHEMBL549
702 C0007134 CHEMBL131
703 C0028754 CHEMBL395429
704 C0021390 CHEMBL19019
705 C0002395 CHEMBL64391
706 C0014544 CHEMBL742
707 C0030567 CHEMBL1175
708 C0007134 CHEMBL27
709 C0036341 CHEMBL771
710 C0005586 CHEMBL161
711 C0028754 CHEMBL2103784
712 C0007134 CHEMBL1201265
713 C0038436 CHEMBL600
714 C0007194 CHEMBL75880
disease_id drug_id pathway_id
C0002395 CHEMBL502 1
C0002892 CHEMBL2103737 1
C0002892 CHEMBL2110563 1
C0020538 CHEMBL1014 2
C0020538 CHEMBL1017 2
C0020538 CHEMBL1069 2
C0020538 CHEMBL1165 2
C0020538 CHEMBL1168 2
C0020538 CHEMBL1200692 2
C0020538 CHEMBL1237 2
C0020538 CHEMBL1393 1
C0020538 CHEMBL1480 1
C0020538 CHEMBL1513 2
C0020538 CHEMBL1519 2
C0020538 CHEMBL1560 2
C0020538 CHEMBL1581 2
C0020538 CHEMBL1592 2
C0020538 CHEMBL1639 2
C0020538 CHEMBL191 2
C0020538 CHEMBL3039598 2
C0020538 CHEMBL431 2
C0020538 CHEMBL515606 2
C0020538 CHEMBL577 2
C0020538 CHEMBL578 2
C0020538 CHEMBL611 1
C0020538 CHEMBL813 2
C0020538 CHEMBL838 2
C0025202 CHEMBL1229517 1
C0026769 CHEMBL1434 1
C0026769 CHEMBL25 1
C0030567 CHEMBL1175 1
C0030567 CHEMBL1201203 1
C0030567 CHEMBL1201236 1
C0030567 CHEMBL1373 1
C0030567 CHEMBL502 1
C0030567 CHEMBL59 1
C0030567 CHEMBL887 1
C0033578 CHEMBL806 1
C0035579 CHEMBL1040 1
C0035579 CHEMBL1042 1
C0035579 CHEMBL1536 1
C0035579 CHEMBL2356023 1
C0035579 CHEMBL846 1
C0376358 CHEMBL1082407 1
C0376358 CHEMBL254328 1
C0376358 CHEMBL3183409 1
disease_id drug_id gene_id score
0 C0030567 CHEMBL953 1312 0.1
1 C0020538 CHEMBL813 185 0.6
2 C0003873 CHEMBL94081 5743 0.4
3 C0003873 CHEMBL94081 5742 0.34
4 C0003873 CHEMBL622 5743 0.4
5 C0003873 CHEMBL622 5742 0.34
6 C0007134 CHEMBL1908360 2475 0.5
7 C0020473 CHEMBL1138 6646 0.02
8 C0014544 CHEMBL1094 2903 0.5
9 C0014544 CHEMBL1094 2904 0.61
10 C0020538 CHEMBL1480 776 0.11
11 C0020538 CHEMBL1480 8912 0.11
12 C0020538 CHEMBL1480 4306 0.2
13 C0020538 CHEMBL1480 775 0.32
14 C0020538 CHEMBL1480 781 0.3
15 C0020538 CHEMBL1480 783 0.12
16 C0028754 CHEMBL87493 6532 0.1
17 C0028754 CHEMBL87493 3358 0.4
18 C0020474 CHEMBL672 5465 0.02
19 C0003873 CHEMBL1297 5743 0.4
20 C0003873 CHEMBL1297 5742 0.34
21 C0020538 CHEMBL1639 5972 0.6
22 C0028768 CHEMBL41 6532 0.4
23 C0005587 CHEMBL41 6532 0.52
24 C0036341 CHEMBL726 801 0.1
25 C0036341 CHEMBL726 805 0.08
26 C0036341 CHEMBL726 808 0.08
27 C0036341 CHEMBL726 1813 0.4
28 C0036341 CHEMBL726 1812 0.4
29 C0003873 CHEMBL563 5743 0.4
30 C0003873 CHEMBL563 5742 0.34
31 C0036341 CHEMBL46516 1813 0.4
32 C0036341 CHEMBL46516 3356 0.4
33 C0033578 CHEMBL806 367 0.4
34 C0033578 CHEMBL806 196 0.3
35 C0028768 CHEMBL814 6532 0.4
36 C0014544 CHEMBL16 6323 0.5
37 C0014544 CHEMBL16 3757 0.03
38 C0014544 CHEMBL16 773 0.18
39 C0014544 CHEMBL16 6334 0.7
40 C0014544 CHEMBL16 6326 0.5
41 C0020538 CHEMBL35 6557 0.09
42 C0002395 CHEMBL659 590 0.4
43 C0002395 CHEMBL659 43 0.4
44 C0002395 CHEMBL659 1139 0.4
45 C0002395 CHEMBL659 89832 0.02
46 C1140680 CHEMBL888 7298 0.34
47 C0020538 CHEMBL1037 6530 0.34
48 C0020538 CHEMBL765 6530 0.34
49 C0020538 CHEMBL862 150 0.52
50 C0020538 CHEMBL862 151 0.26
51 C0040517 CHEMBL54 3356 0.02
52 C0040517 CHEMBL54 1814 0.34
53 C0036341 CHEMBL54 1813 0.4
54 C0036341 CHEMBL54 2904 0.4
55 C0036341 CHEMBL54 3356 0.4
56 C0036341 CHEMBL54 1814 0.4
57 C0036341 CHEMBL54 1812 0.4
58 C0020538 CHEMBL276832 8639 0.31
59 C0020538 CHEMBL435 6559 0.4
60 C0020538 CHEMBL435 3778 0.04
61 C0003873 CHEMBL389621 2908 0.3
62 C0021390 CHEMBL389621 2908 0.05
63 C0026769 CHEMBL389621 2908 0.05
64 C0003873 CHEMBL1535 54106 0.02
65 C0003873 CHEMBL521 1080 0.02
66 C0003873 CHEMBL521 5468 0.02
67 C0003873 CHEMBL521 596 0.1
68 C0003873 CHEMBL521 5743 0.4
69 C0003873 CHEMBL521 5742 0.34
70 C0020538 CHEMBL406 6559 0.4
71 C0003873 CHEMBL6 5468 0.02
72 C0003873 CHEMBL6 5743 0.4
73 C0003873 CHEMBL6 5742 0.34
74 C0003873 CHEMBL6 5320 0.02
75 C0020538 CHEMBL1513 185 0.6
76 C0020538 CHEMBL1513 3725 0.51
77 C0020538 CHEMBL1513 3725 0.51
78 C0020538 CHEMBL1648 776 0.11
79 C0020538 CHEMBL1648 8912 0.11
80 C0020538 CHEMBL1648 775 0.32
81 C0020538 CHEMBL1648 781 0.3
82 C0020538 CHEMBL1648 783 0.12
83 C0020538 CHEMBL51 3356 0.03
84 C0003873 CHEMBL571 5743 0.4
85 C0003873 CHEMBL571 5742 0.34
86 C0003873 CHEMBL571 3577 0.02
87 C0020538 CHEMBL429 154 0.3
88 C0020538 CHEMBL429 153 0.6
89 C0020538 CHEMBL429 146 0.03
90 C0014544 CHEMBL741 1813 0.02
91 C0014544 CHEMBL741 1813 0.02
92 C0014544 CHEMBL741 2890 0.22
93 C0014544 CHEMBL741 6335 0.14
94 C0003873 CHEMBL960 196 0.37
95 C0003873 CHEMBL960 2185 0.03
96 C0003873 CHEMBL960 1723 0.02
97 C0030567 CHEMBL1009 1815 0.04
98 C0030567 CHEMBL1009 1814 0.1
99 C0030567 CHEMBL1009 1812 0.52
100 C0030567 CHEMBL59 6532 0.04
101 C0030567 CHEMBL59 1815 0.04
102 C0030567 CHEMBL59 1621 0.06
103 C0030567 CHEMBL59 1814 0.1
104 C0030567 CHEMBL59 6531 0.6
105 C0030567 CHEMBL59 1812 0.52
106 C0030567 CHEMBL59 3350 0.22
107 C0030567 CHEMBL59 6530 0.03
108 C0020538 CHEMBL945 6338 0.5
109 C0020538 CHEMBL945 6548 0.03
110 C0020538 CHEMBL945 41 0.02
111 C0020538 CHEMBL945 6340 0.49
112 C0020538 CHEMBL945 26 0.3
113 C0020538 CHEMBL945 6337 0.35
114 C0020538 CHEMBL1237 5972 0.6
115 C0020538 CHEMBL191 185 0.6
116 C0036341 CHEMBL831 1813 0.4
117 C0036341 CHEMBL831 6532 0.4
118 C0036341 CHEMBL831 1815 0.4
119 C0036341 CHEMBL831 3356 0.4
120 C0036341 CHEMBL831 3359 0.39
121 C0036341 CHEMBL831 3363 0.36
122 C0036341 CHEMBL831 1814 0.4
123 C0036341 CHEMBL831 6531 0.4
124 C0036341 CHEMBL831 150 0.34
125 C0036341 CHEMBL831 1129 0.31
126 C0036341 CHEMBL831 1812 0.4
127 C0036341 CHEMBL831 3350 0.4
128 C0036341 CHEMBL831 3351 0.02
129 C0036341 CHEMBL831 3358 0.4
130 C0036341 CHEMBL831 6530 0.34
131 C0036341 CHEMBL831 148 0.39
132 C0036341 CHEMBL831 3362 0.4
133 C0036341 CHEMBL831 3269 0.31
134 C0036341 CHEMBL831 151 0.03
135 C0036341 CHEMBL831 1128 0.38
136 C0036341 CHEMBL831 3361 0.35
137 C0036341 CHEMBL831 1816 0.07
138 C0036341 CHEMBL831 3274 0.02
139 C0036341 CHEMBL831 1133 0.31
140 C0036341 CHEMBL831 1132 0.33
141 C0005586 CHEMBL831 1813 0.4
142 C0005586 CHEMBL831 6532 0.6
143 C0005586 CHEMBL831 1815 0.39
144 C0005586 CHEMBL831 3356 0.8
145 C0005586 CHEMBL831 3359 0.32
146 C0005586 CHEMBL831 1814 0.4
147 C0005586 CHEMBL831 6531 0.4
148 C0005586 CHEMBL831 1129 0.31
149 C0005586 CHEMBL831 1812 0.6
150 C0005586 CHEMBL831 3350 0.34
151 C0005586 CHEMBL831 3351 0.31
152 C0005586 CHEMBL831 3358 0.39
153 C0005586 CHEMBL831 6530 0.33
154 C0005586 CHEMBL831 148 0.31
155 C0005586 CHEMBL831 3361 0.32
156 C0005586 CHEMBL831 152 0.31
157 C0005586 CHEMBL831 1816 0.53
158 C0028754 CHEMBL781 6532 0.1
159 C0028754 CHEMBL781 6531 0.02
160 C0003873 CHEMBL509 5743 0.4
161 C0003873 CHEMBL509 5742 0.34
162 C0003873 CHEMBL509 240 0.35
163 C0003873 CHEMBL599 5743 0.4
164 C0003873 CHEMBL599 5742 0.34
165 C0014544 CHEMBL861 8856 0.02
166 C0014544 CHEMBL45029 8856 0.02
167 C0014544 CHEMBL45029 1137 0.1
168 C0014544 CHEMBL45029 2554 0.04
169 C0014544 CHEMBL45029 2559 0.02
170 C0014544 CHEMBL45029 1139 0.02
171 C0014544 CHEMBL45029 2891 0.06
172 C0014544 CHEMBL45029 2556 0.02
173 C0036341 CHEMBL1088 1813 0.4
174 C0036341 CHEMBL1088 3356 0.4
175 C0028754 CHEMBL1201201 4128 0.03
176 C0028754 CHEMBL1201201 6532 0.1
177 C0028754 CHEMBL1201201 6531 0.02
178 C0028754 CHEMBL1201201 150 0.05
179 C0028754 CHEMBL1201201 151 0.04
180 C0003873 CHEMBL34259 1719 0.34
181 C0003873 CHEMBL34259 7298 0.07
182 C0003873 CHEMBL34259 471 0.33
183 C0020538 CHEMBL1577 6557 0.09
184 C0020538 CHEMBL1577 6559 0.4
185 C0028754 CHEMBL19019 4988 0.05
186 C0003873 CHEMBL650 2908 0.3
187 C0026769 CHEMBL650 2908 0.05
188 C0021390 CHEMBL650 2908 0.05
189 C0020538 CHEMBL878 6559 0.4
190 C0020538 CHEMBL13 154 0.3
191 C0020538 CHEMBL13 153 0.6
192 C0020538 CHEMBL45816 776 0.11
193 C0020538 CHEMBL45816 8912 0.11
194 C0020538 CHEMBL45816 775 0.32
195 C0020538 CHEMBL45816 783 0.12
196 C0017205 CHEMBL1029 7357 0.03
197 C0020538 CHEMBL802 3758 0.3
198 C0020538 CHEMBL802 5742 0.05
199 C0020538 CHEMBL1491 775 0.32
200 C0036341 CHEMBL460 1813 0.4
201 C0036341 CHEMBL460 3356 0.4
202 C0036341 CHEMBL460 3350 0.4
203 C0036341 CHEMBL460 1128 0.38
204 C0036341 CHEMBL460 1128 0.38
205 C0003873 CHEMBL1070 5743 0.4
206 C0003873 CHEMBL1070 5742 0.34
207 C0020538 CHEMBL649 154 0.3
208 C0020538 CHEMBL649 153 0.6
209 C0003873 CHEMBL154 5743 0.4
210 C0003873 CHEMBL154 5742 0.34
211 C0020538 CHEMBL434394 154 0.3
212 C0020538 CHEMBL434394 155 0.08
213 C0020538 CHEMBL434394 153 0.6
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1218 C0036341 CHEMBL1764 1132 0.33
1219 C0036341 CHEMBL243712 1813 0.4
1220 C0036341 CHEMBL243712 3356 0.4
1221 C0036341 CHEMBL243712 3363 0.36
1222 C0036341 CHEMBL243712 1814 0.4
1223 C0036341 CHEMBL6437 1813 0.4
1224 C0036341 CHEMBL6437 6532 0.4
1225 C0036341 CHEMBL6437 3356 0.4
1226 C0036341 CHEMBL6437 3363 0.36
1227 C0036341 CHEMBL6437 1814 0.4
1228 C0036341 CHEMBL6437 6531 0.4
1229 C0036341 CHEMBL6437 150 0.34
1230 C0036341 CHEMBL6437 3350 0.4
1231 C0036341 CHEMBL6437 3358 0.4
1232 C0036341 CHEMBL6437 6530 0.34
1233 C0036341 CHEMBL6437 3362 0.4
1234 C0036341 CHEMBL6437 3269 0.31
1235 C0036341 CHEMBL6437 151 0.03
1236 C0036341 CHEMBL6437 1816 0.07
1237 C0036341 CHEMBL6437 3355 0.37
1238 C0036341 CHEMBL654 3356 0.4
1239 C0036341 CHEMBL654 150 0.34
1240 C0036341 CHEMBL654 3358 0.4
1241 C0036341 CHEMBL654 3269 0.31
1242 C0036341 CHEMBL445 1813 0.4
1243 C0036341 CHEMBL445 6532 0.4
1244 C0036341 CHEMBL445 3356 0.4
1245 C0036341 CHEMBL445 3350 0.4
1246 C0036341 CHEMBL445 3358 0.4
1247 C0036341 CHEMBL445 3358 0.4
1248 C0036341 CHEMBL445 6530 0.34
1249 C0036341 CHEMBL445 10280 0.35
1250 C0036341 CHEMBL445 148 0.39
1251 C0036341 CHEMBL445 155 0.02
1252 C0036341 CHEMBL445 3269 0.31
1253 C0036341 CHEMBL445 1133 0.31
1254 C0036341 CHEMBL40 1137 0.38
1255 C0036341 CHEMBL40 2554 0.34
1256 C0036341 CHEMBL40 1139 0.4
1257 C0036341 CHEMBL40 2891 0.35
1258 C0036341 CHEMBL40 89832 0.4
1259 C0036341 CHEMBL40 2898 0.34
1260 C0036341 CHEMBL1423 801 0.1
1261 C0036341 CHEMBL1423 805 0.08
1262 C0036341 CHEMBL1423 808 0.08
1263 C0036341 CHEMBL1423 1813 0.4
1264 C0036341 CHEMBL1423 3757 0.34
1265 C0036341 CHEMBL1423 3356 0.4
1266 C0036341 CHEMBL1423 1814 0.4
1267 C0036341 CHEMBL479 1813 0.4
1268 C0036341 CHEMBL479 3757 0.34
1269 C0036341 CHEMBL479 3356 0.4
1270 C0036341 CHEMBL479 1812 0.4
1271 C0036341 CHEMBL479 3358 0.4
1272 C0036341 CHEMBL479 148 0.39
1273 C0036341 CHEMBL621 6532 0.4
1274 C0036341 CHEMBL621 3356 0.4
1275 C0036341 CHEMBL621 150 0.34
1276 C0036341 CHEMBL621 3350 0.4
1277 C0036341 CHEMBL621 3350 0.4
1278 C0036341 CHEMBL621 3358 0.4
1279 C0036341 CHEMBL621 148 0.39
1280 C0036341 CHEMBL621 3269 0.31
1281 C0036341 CHEMBL297302 1813 0.4
1282 C0036341 CHEMBL1101 1128 0.38
1283 C0036341 CHEMBL1201293 2915 0.4
1284 C0036341 CHEMBL415 2950 0.36
1285 C0036341 CHEMBL415 6532 0.4
1286 C0036341 CHEMBL415 3356 0.4
1287 C0036341 CHEMBL415 3358 0.4
1288 C0036341 CHEMBL415 6530 0.34
1289 C0020473 CHEMBL1017 5468 0.05
1290 C0028754 CHEMBL1581 1636 0.3
1291 C0003125 CHEMBL691 2099 0.03
1292 C0007134 CHEMBL848 5743 0.59
1293 C0036341 CHEMBL641 6532 0.4
1294 C0036341 CHEMBL641 6530 0.34
1295 C0036341 CHEMBL641 3760 0.31
1296 C0027819 CHEMBL32 7153 0.3
1297 C0010674 CHEMBL1434 7422 0.03
1298 C0010674 CHEMBL1434 3553 0.1
1299 C0010674 CHEMBL1434 4843 0.1
1300 C0010674 CHEMBL1434 836 0.02
1301 C0010674 CHEMBL1434 4318 0.03
1302 C0028768 CHEMBL46 3359 0.02
1303 C0028768 CHEMBL46 3351 0.05
1304 C0028768 CHEMBL46 3351 0.05
1305 C0028768 CHEMBL742 1813 0.14
1306 C0028768 CHEMBL742 1813 0.14
1307 C0028768 CHEMBL742 3359 0.02
1308 C0028768 CHEMBL600 2904 0.02
1309 C0028754 CHEMBL1201497 3643 0.1
1310 C0036341 CHEMBL659 43 0.3
1311 C0036341 CHEMBL659 1139 0.4
1312 C0036341 CHEMBL659 89832 0.4
1313 C0010674 CHEMBL1520 8654 0.03
1314 C0036341 CHEMBL1175 6532 0.4
1315 C0036341 CHEMBL1175 6531 0.4
1316 C0036341 CHEMBL1175 6530 0.34
1317 C0038436 CHEMBL796 6531 0.03
1318 C0026769 CHEMBL1201563 3454 0.03
1319 C0026769 CHEMBL1201563 3455 0.02
1320 C0036341 CHEMBL21731 1813 0.4
1321 C0036341 CHEMBL21731 3356 0.4
1322 C0036341 CHEMBL21731 3363 0.36
1323 C0036341 CHEMBL21731 1129 0.31
1324 C0036341 CHEMBL21731 3358 0.4
1325 C0036341 CHEMBL21731 6530 0.34
1326 C0036341 CHEMBL21731 3269 0.31
1327 C0036341 CHEMBL21731 1128 0.38
1328 C0036341 CHEMBL21731 1133 0.31
1329 C0036341 CHEMBL21731 1132 0.33
1330 C0036341 CHEMBL86304 4128 0.4
1331 C0036341 CHEMBL86304 4128 0.4
1332 C0036341 CHEMBL86304 4129 0.4
1333 C0036341 CHEMBL1372950 148 0.39
1334 C0036341 CHEMBL636 43 0.3
1335 C0036341 CHEMBL644 1813 0.4
1336 C0036341 CHEMBL644 1813 0.4
1337 C0036341 CHEMBL644 6532 0.4
1338 C0036341 CHEMBL644 3356 0.4
1339 C0036341 CHEMBL644 3359 0.39
1340 C0036341 CHEMBL644 6531 0.4
1341 C0036341 CHEMBL644 150 0.34
1342 C0036341 CHEMBL644 3350 0.4
1343 C0036341 CHEMBL644 3358 0.4
1344 C0036341 CHEMBL644 6530 0.34
1345 C0036341 CHEMBL644 148 0.39
1346 C0036341 CHEMBL644 155 0.02
1347 C0036341 CHEMBL644 3269 0.31
1348 C0036341 CHEMBL644 151 0.03
1349 C0036341 CHEMBL644 151 0.03
1350 C0036341 CHEMBL644 1816 0.07
1351 C0036341 CHEMBL644 1133 0.31
1352 C0036341 CHEMBL1628227 3757 0.34
1353 C0036341 CHEMBL1628227 6532 0.4
1354 C0036341 CHEMBL1628227 3356 0.4
1355 C0036341 CHEMBL1628227 1129 0.31
1356 C0036341 CHEMBL1628227 3350 0.4
1357 C0036341 CHEMBL1628227 3358 0.4
1358 C0036341 CHEMBL1628227 6530 0.34
1359 C0036341 CHEMBL1628227 148 0.39
1360 C0036341 CHEMBL1628227 3362 0.4
1361 C0036341 CHEMBL1628227 3269 0.31
1362 C0036341 CHEMBL1628227 1128 0.38
1363 C0036341 CHEMBL1628227 3274 0.02
1364 C0036341 CHEMBL1628227 1133 0.31
1365 C0036341 CHEMBL1628227 1132 0.33
1366 C0026769 CHEMBL502 3553 0.4
1367 C0026769 CHEMBL502 3553 0.4
1368 C0026769 CHEMBL502 590 0.3
1369 C0026769 CHEMBL502 4790 0.03
1370 C0007134 CHEMBL185 7298 0.02
1371 C0007134 CHEMBL384467 2908 0.03
1372 C0007134 CHEMBL384467 8856 0.03
1373 C0028754 CHEMBL384467 2908 0.3
1374 C0028754 CHEMBL384467 4843 0.02
1375 C0028754 CHEMBL384467 190 0.02
1376 C0028754 CHEMBL384467 8856 0.32
1377 C0007134 CHEMBL650 2908 0.03
1378 C0028754 CHEMBL1042 7421 0.1
1379 C0036341 CHEMBL1042 7421 0.03
1380 C0028754 CHEMBL389621 2908 0.3
1381 C0036341 CHEMBL1396 1136 0.42
1382 C0036341 CHEMBL1396 1137 0.38
1383 C0036341 CHEMBL1396 1139 0.4
1384 C0036341 CHEMBL1396 1141 0.32
1385 C0036341 CHEMBL1396 89832 0.4
1386 C0027819 CHEMBL1140 142 0.06
1387 C0036341 CHEMBL1373 6531 0.4
1388 C0030567 CHEMBL1373 6531 0.6
1389 C0007134 CHEMBL635 2908 0.03
1390 C0025202 CHEMBL503 3066 0.3
1391 C0028754 CHEMBL679 7124 0.4
1392 C0028754 CHEMBL679 7124 0.4
1393 C0028754 CHEMBL679 154 0.5
1394 C0028754 CHEMBL679 150 0.05
1395 C0028754 CHEMBL679 148 0.02
1396 C0028754 CHEMBL679 153 0.39
1397 C0028754 CHEMBL679 151 0.04
1398 C0036341 CHEMBL98 3066 0.33
1399 C0036341 CHEMBL98 8841 0.33
1400 C0036341 CHEMBL98 3065 0.35
1401 C0038436 CHEMBL549 6532 0.1
1402 C0007134 CHEMBL131 2908 0.03
1403 C0028754 CHEMBL395429 5021 0.02
1404 C0014544 CHEMBL742 1813 0.02
1405 C0014544 CHEMBL742 1813 0.02
1406 C0014544 CHEMBL742 4988 0.3
1407 C0014544 CHEMBL742 4985 0.3
1408 C0030567 CHEMBL1175 6532 0.04
1409 C0030567 CHEMBL1175 6531 0.6
1410 C0030567 CHEMBL1175 6530 0.03
ATC_LEVEL
23.52959366689344
17.61704496258272
12.499226915702888
11.933329210217082
11.181891273424455
8.831715010204713
8.578143360752057
1.7255241511534416
1.6513080586307132
1.2121961778712351
0.5968210773702765
0.547343682355124
0.07421609252272868
0.0216463603191292
disease_id drug_id pathway_id gene_id
0 C0020538 CHEMBL1581 WP554 1636
1 C0020538 CHEMBL1581 WP4756 1636
disease_id drug_id pathway_id gene_id
0 C0020538 CHEMBL578 WP554 1636
1 C0020538 CHEMBL578 WP4756 1636
2 C0020538 CHEMBL577 WP554 1636
3 C0020538 CHEMBL577 WP4756 1636
4 C0020538 CHEMBL813 WP554 185
5 C0020538 CHEMBL813 WP4756 185
6 C0020538 CHEMBL1480 WP554 4306
7 C0020538 CHEMBL1639 WP554 5972
8 C0020538 CHEMBL1639 WP4756 5972
9 C0033578 CHEMBL806 WP3981 367
10 C0020538 CHEMBL3039598 WP554 1636
11 C0020538 CHEMBL3039598 WP4756 1636
12 C0020538 CHEMBL1513 WP554 185
13 C0020538 CHEMBL1513 WP4756 185
14 C0030567 CHEMBL59 WP2371 6531
15 C0020538 CHEMBL1237 WP554 1636
16 C0020538 CHEMBL1237 WP554 5972
17 C0020538 CHEMBL1237 WP4756 1636
18 C0020538 CHEMBL1237 WP4756 5972
19 C0020538 CHEMBL191 WP554 185
20 C0020538 CHEMBL191 WP4756 185
21 C0020538 CHEMBL1165 WP554 1636
22 C0020538 CHEMBL1165 WP4756 1636
23 C0020538 CHEMBL1200692 WP554 185
24 C0020538 CHEMBL1200692 WP4756 185
25 C0020538 CHEMBL1581 WP554 1636
26 C0020538 CHEMBL1581 WP4756 1636
27 C0020538 CHEMBL1592 WP554 1636
28 C0020538 CHEMBL1592 WP4756 1636
29 C0020538 CHEMBL1168 WP554 1636
30 C0020538 CHEMBL1168 WP4756 1636
31 C0020538 CHEMBL431 WP554 1636
32 C0020538 CHEMBL431 WP4756 1636
33 C0020538 CHEMBL1393 WP554 1585
34 C0020538 CHEMBL1393 WP554 4306
35 C0020538 CHEMBL1017 WP554 185
36 C0020538 CHEMBL1017 WP4756 185
37 C0020538 CHEMBL1519 WP554 1636
38 C0020538 CHEMBL1519 WP4756 1636
39 C0020538 CHEMBL1069 WP554 185
40 C0020538 CHEMBL1069 WP4756 185
41 C0035579 CHEMBL1042 WP1531 7421
42 C0020538 CHEMBL838 WP554 1636
43 C0020538 CHEMBL838 WP4756 1636
44 C0030567 CHEMBL1201203 WP2371 6531
45 C0030567 CHEMBL887 WP2355 596
46 C0020538 CHEMBL611 WP554 7040
47 C0376358 CHEMBL254328 WP3981 367
48 C0002892 CHEMBL2110563 WP1533 4548
49 C0002892 CHEMBL2103737 WP1533 4548
50 C0376358 CHEMBL1082407 WP3981 367
51 C0035579 CHEMBL1040 WP1531 7421
52 C0020538 CHEMBL1014 WP554 185
53 C0020538 CHEMBL1014 WP4756 185
54 C0020538 CHEMBL1560 WP554 1636
55 C0020538 CHEMBL1560 WP4756 1636
56 C0030567 CHEMBL1201236 WP2371 1644
57 C0376358 CHEMBL3183409 WP3981 367
58 C0020538 CHEMBL515606 WP554 1636
59 C0020538 CHEMBL515606 WP4756 1636
60 C0002395 CHEMBL502 WP2355 4790
61 C0030567 CHEMBL502 WP2355 4790
62 C0035579 CHEMBL1536 WP1531 7421
63 C0035579 CHEMBL2356023 WP1531 7421
64 C0035579 CHEMBL846 WP1531 7421
65 C0026769 CHEMBL25 WP673 4609
66 C0026769 CHEMBL25 WP673 595
67 C0026769 CHEMBL25 WP673 7157
68 C0026769 CHEMBL1434 WP673 5601
69 C0025202 CHEMBL1229517 WP4685 673
70 C0030567 CHEMBL1373 WP2371 6531
71 C0030567 CHEMBL1175 WP2371 6531
disease_id gene_id score drug_id
575 C0002395 1636 0.6 CHEMBL1581
disease_id gene_id score drug_id Original Condition New Condition New Condition CUI Drugs
0 C0030567 6532 0.04 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
1 C0030567 6532 0.04 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
2 C0030567 6532 0.04 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
3 C0030567 6532 0.04 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
4 C0030567 6532 0.04 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
5 C0006142 2099 0.9 CHEMBL81 Breast cancer Osteoporosis C0029456 RALOXIFENE
6 C0006142 2099 0.9 CHEMBL81 Breast cancer Osteoporosis C1962963 RALOXIFENE
7 C0006142 2099 0.9 CHEMBL81 Breast cancer Osteoporosis C2911643 RALOXIFENE
8 C0006142 2099 0.9 CHEMBL81 Breast cancer Osteoporosis C4554622 RALOXIFENE
9 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
10 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
11 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
12 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
13 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
14 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
15 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
16 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
17 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
18 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
19 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
20 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
21 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
22 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
23 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
24 C0376358 2099 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
25 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Familial adenomatous polyposis C0032580 CELECOXIB
26 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colon cancer C0007102 CELECOXIB
27 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colon cancer C0346629 CELECOXIB
28 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colon cancer C0699790 CELECOXIB
29 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colorectal cancer C0009402 CELECOXIB
30 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colorectal cancer C2984278 CELECOXIB
31 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colorectal cancer C3542412 CELECOXIB
32 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Colorectal cancer C4722085 CELECOXIB
33 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Lung cancer C0242379 CELECOXIB
34 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Lung cancer C0684249 CELECOXIB
35 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Lung cancer C1306460 CELECOXIB
36 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Breast cancer C0006142 CELECOXIB
37 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Breast cancer C0678222 CELECOXIB
38 C0003873 5743 0.4 CHEMBL118 Rheumatoid Arthritis Breast cancer C3897071 CELECOXIB
39 C0003873 196 0.37 CHEMBL960 Rheumatoid arthritis Prostate cancer C0376358 LEFLUNOMIDE
40 C0003873 196 0.37 CHEMBL960 Rheumatoid arthritis Prostate cancer C0600139 LEFLUNOMIDE
41 C0003873 196 0.37 CHEMBL960 Rheumatoid arthritis Prostate cancer C2984325 LEFLUNOMIDE
42 C0003873 196 0.37 CHEMBL960 Rheumatoid arthritis Prostate cancer C3541264 LEFLUNOMIDE
43 C0006142 2100 0.4 CHEMBL81 Breast cancer Osteoporosis C0029456 RALOXIFENE
44 C0006142 2100 0.4 CHEMBL81 Breast cancer Osteoporosis C1962963 RALOXIFENE
45 C0006142 2100 0.4 CHEMBL81 Breast cancer Osteoporosis C2911643 RALOXIFENE
46 C0006142 2100 0.4 CHEMBL81 Breast cancer Osteoporosis C4554622 RALOXIFENE
47 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
48 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
49 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
50 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
51 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
52 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
53 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
54 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
55 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
56 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
57 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
58 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
59 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C0029456 RALOXIFENE
60 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C1962963 RALOXIFENE
61 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C2911643 RALOXIFENE
62 C0376358 2100 0.4 CHEMBL81 Prostate cancer Osteoporosis C4554622 RALOXIFENE
63 C0003873 2185 0.03 CHEMBL960 Rheumatoid arthritis Prostate cancer C0376358 LEFLUNOMIDE
64 C0003873 2185 0.03 CHEMBL960 Rheumatoid arthritis Prostate cancer C0600139 LEFLUNOMIDE
65 C0003873 2185 0.03 CHEMBL960 Rheumatoid arthritis Prostate cancer C2984325 LEFLUNOMIDE
66 C0003873 2185 0.03 CHEMBL960 Rheumatoid arthritis Prostate cancer C3541264 LEFLUNOMIDE
67 C0003873 2214 0.1 CHEMBL1201572 Rheumatoid arthritis Asthma C0004096 ETANERCEPT
68 C0003873 2214 0.1 CHEMBL1201572 Rheumatoid arthritis Asthma C2984299 ETANERCEPT
69 C0003873 2212 0.4 CHEMBL1201572 Rheumatoid arthritis Asthma C0004096 ETANERCEPT
70 C0003873 2212 0.4 CHEMBL1201572 Rheumatoid arthritis Asthma C2984299 ETANERCEPT
71 C0003873 4049 0.06 CHEMBL1201572 Rheumatoid arthritis Asthma C0004096 ETANERCEPT
72 C0003873 4049 0.06 CHEMBL1201572 Rheumatoid arthritis Asthma C2984299 ETANERCEPT
73 C0003873 3551 0.02 CHEMBL1366 Rheumatoid arthritis Gastrointestinal stromal tumor C0238198 AURANOFIN
74 C0003873 2215 0.1 CHEMBL1201572 Rheumatoid arthritis Asthma C0004096 ETANERCEPT
75 C0003873 2215 0.1 CHEMBL1201572 Rheumatoid arthritis Asthma C2984299 ETANERCEPT
76 C0030567 6530 0.03 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
77 C0030567 6530 0.03 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
78 C0030567 6530 0.03 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
79 C0030567 6530 0.03 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
80 C0030567 6530 0.03 CHEMBL641 Parkinson Disease ADHD C1263846 ATOMOXETINE
81 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
82 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
83 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
84 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
85 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
86 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
87 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
88 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
89 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
90 C0030567 1814 0.1 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
91 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
92 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
93 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
94 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
95 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
96 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
97 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
98 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
99 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
100 C0030567 1812 0.52 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
101 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
102 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
103 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
104 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
105 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
106 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
107 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
108 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
109 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
110 C0030567 1815 0.04 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
111 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
112 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
113 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
114 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
115 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
116 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
117 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
118 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
119 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C0242350 APOMORPHINE
120 C0030567 3350 0.22 CHEMBL53 Parkinson Disease Erectile dysfunction C1961100 APOMORPHINE
121 C0003873 1723 0.02 CHEMBL960 Rheumatoid arthritis Prostate cancer C0376358 LEFLUNOMIDE
122 C0003873 1723 0.02 CHEMBL960 Rheumatoid arthritis Prostate cancer C0600139 LEFLUNOMIDE
123 C0003873 1723 0.02 CHEMBL960 Rheumatoid arthritis Prostate cancer C2984325 LEFLUNOMIDE
124 C0003873 1723 0.02 CHEMBL960 Rheumatoid arthritis Prostate cancer C3541264 LEFLUNOMIDE
125 C0003873 2209 0.02 CHEMBL1201572 Rheumatoid arthritis Asthma C0004096 ETANERCEPT
126 C0003873 2209 0.02 CHEMBL1201572 Rheumatoid arthritis Asthma C2984299 ETANERCEPT
drug_id disease_id gene_id score
0 CHEMBL1513 C0004238 185 0.03
1 CHEMBL1513 C0004238 185 0.03
2 CHEMBL1513 C0011881 185 0.1
3 CHEMBL1513 C0011881 185 0.1
4 CHEMBL1168 C0004238 1636 0.4
5 CHEMBL1168 C0004238 1636 0.4
6 CHEMBL191 C0011881 185 0.1
7 CHEMBL191 C0011881 185 0.1
8 CHEMBL1560 C0011881 1636 0.4
9 CHEMBL1560 C0011881 1636 0.4
10 CHEMBL1560 C0011881 4313 0.03
11 CHEMBL1560 C0011881 4313 0.03
12 CHEMBL1560 C0011881 4318 0.08
13 CHEMBL1560 C0011881 4318 0.08
14 CHEMBL59 C0020649 1812 0.3
15 CHEMBL59 C0020649 1813 0.3
16 CHEMBL1434 C0010674 836 0.02
17 CHEMBL1434 C0010674 3553 0.1
18 CHEMBL1434 C0011581 3553 0.4
19 CHEMBL1434 C0010674 4318 0.03
20 CHEMBL1434 C0010674 4843 0.1
21 CHEMBL1434 C0011581 4843 0.33
22 CHEMBL1434 C0010674 7422 0.03
23 CHEMBL1434 C0011581 7422 0.37
24 CHEMBL1393 C0020428 1585 0.4
25 CHEMBL1393 C0020428 1585 0.4
26 CHEMBL1393 C0020428 1586 0.13
27 CHEMBL1393 C0020428 1586 0.13
28 CHEMBL1393 C0020428 2908 0.2
29 CHEMBL1393 C0020428 2908 0.2
30 CHEMBL1393 C0020428 4306 0.12
31 CHEMBL1393 C0020428 4306 0.12
32 CHEMBL1017 C0020473 5468 0.05
33 CHEMBL1017 C0020473 5468 0.05
34 CHEMBL1042 C0004096 7421 0.1
35 CHEMBL1042 C0009324 7421 0.03
36 CHEMBL1042 C0010346 7421 0.08
37 CHEMBL1042 C0011849 7421 0.1
38 CHEMBL1042 C0020598 7421 0.16
39 CHEMBL1042 C0024141 7421 0.06
40 CHEMBL1042 C0026769 7421 0.4
41 CHEMBL1042 C0028754 7421 0.1
42 CHEMBL1042 C0029456 7421 0.7
43 CHEMBL1042 C0029458 7421 0.1
44 CHEMBL1040 C0020598 7421 0.16
45 CHEMBL1536 C0020598 7421 0.16
46 CHEMBL1536 C0029456 7421 0.7
47 CHEMBL1536 C0029458 7421 0.1
48 CHEMBL2356023 C0020598 7421 0.16
49 CHEMBL846 C0020598 7421 0.16
50 CHEMBL502 C0026769 590 0.3
51 CHEMBL502 C0002395 590 0.4
52 CHEMBL502 C0026769 3553 0.4
53 CHEMBL502 C0026769 3553 0.4
54 CHEMBL502 C0002395 3553 0.6
55 CHEMBL502 C0002395 3553 0.6
56 CHEMBL502 C0026769 4790 0.03
57 CHEMBL502 C0002395 4790 0.09
58 CHEMBL502 C0002395 43 0.4
59 CHEMBL502 C0002395 3356 0.1
60 CHEMBL502 C0002395 4842 0.06
61 CHEMBL502 C0002395 4842 0.06
62 CHEMBL25 C0003873 595 0.02
63 CHEMBL25 C0003873 595 0.02
64 CHEMBL25 C0003873 595 0.02
65 CHEMBL25 C0026764 595 0.7
66 CHEMBL25 C0026764 595 0.7
67 CHEMBL25 C0026764 595 0.7
68 CHEMBL25 C0003873 834 0.03
69 CHEMBL25 C0003873 834 0.03
70 CHEMBL25 C0003873 834 0.03
71 CHEMBL25 C0003873 834 0.03
72 CHEMBL25 C0003873 834 0.03
73 CHEMBL25 C0003873 834 0.03
74 CHEMBL25 C0004153 834 0.03
75 CHEMBL25 C0004153 834 0.03
76 CHEMBL25 C0004153 834 0.03
77 CHEMBL25 C0004153 834 0.03
78 CHEMBL25 C0004153 834 0.03
79 CHEMBL25 C0004153 834 0.03
80 CHEMBL25 C0003873 836 0.05
81 CHEMBL25 C0003873 836 0.05
82 CHEMBL25 C0003873 836 0.05
83 CHEMBL25 C0003873 836 0.05
84 CHEMBL25 C0003873 836 0.05
85 CHEMBL25 C0003873 836 0.05
86 CHEMBL25 C0004153 836 0.03
87 CHEMBL25 C0004153 836 0.03
88 CHEMBL25 C0004153 836 0.03
89 CHEMBL25 C0004153 836 0.03
90 CHEMBL25 C0004153 836 0.03
91 CHEMBL25 C0004153 836 0.03
92 CHEMBL25 C0026764 836 0.1
93 CHEMBL25 C0026764 836 0.1
94 CHEMBL25 C0026764 836 0.1
95 CHEMBL25 C0026764 836 0.1
96 CHEMBL25 C0026764 836 0.1
97 CHEMBL25 C0026764 836 0.1
98 CHEMBL25 C0003873 1909 0.03
99 CHEMBL25 C0003873 1909 0.03
100 CHEMBL25 C0003873 1909 0.03
101 CHEMBL25 C0004153 1909 0.03
102 CHEMBL25 C0004153 1909 0.03
103 CHEMBL25 C0004153 1909 0.03
104 CHEMBL25 C0026764 1909 0.02
105 CHEMBL25 C0026764 1909 0.02
106 CHEMBL25 C0026764 1909 0.02
107 CHEMBL25 C0003873 4792 0.02
108 CHEMBL25 C0003873 4792 0.02
109 CHEMBL25 C0003873 4792 0.02
110 CHEMBL25 C0026764 4792 0.04
111 CHEMBL25 C0026764 4792 0.04
112 CHEMBL25 C0026764 4792 0.04
113 CHEMBL25 C0003873 5111 0.03
114 CHEMBL25 C0003873 5111 0.03
115 CHEMBL25 C0003873 5111 0.03
116 CHEMBL25 C0026764 5111 0.08
117 CHEMBL25 C0026764 5111 0.08
118 CHEMBL25 C0026764 5111 0.08
119 CHEMBL25 C0003873 5742 0.34
120 CHEMBL25 C0003873 5742 0.34
121 CHEMBL25 C0003873 5742 0.34
122 CHEMBL25 C0004153 5742 0.02
123 CHEMBL25 C0004153 5742 0.02
124 CHEMBL25 C0004153 5742 0.02
125 CHEMBL25 C0026764 5742 0.02
126 CHEMBL25 C0026764 5742 0.02
127 CHEMBL25 C0026764 5742 0.02
128 CHEMBL25 C0003873 5743 0.4
129 CHEMBL25 C0003873 5743 0.4
130 CHEMBL25 C0003873 5743 0.4
131 CHEMBL25 C0004153 5743 0.4
132 CHEMBL25 C0004153 5743 0.4
133 CHEMBL25 C0004153 5743 0.4
134 CHEMBL25 C0026764 5743 0.06
135 CHEMBL25 C0026764 5743 0.06
136 CHEMBL25 C0026764 5743 0.06
137 CHEMBL25 C0003873 7157 0.1
138 CHEMBL25 C0003873 7157 0.1
139 CHEMBL25 C0003873 7157 0.1
140 CHEMBL25 C0003873 7157 0.1
141 CHEMBL25 C0003873 7157 0.1
142 CHEMBL25 C0003873 7157 0.1
143 CHEMBL25 C0004153 7157 0.1
144 CHEMBL25 C0004153 7157 0.1
145 CHEMBL25 C0004153 7157 0.1
146 CHEMBL25 C0004153 7157 0.1
147 CHEMBL25 C0004153 7157 0.1
148 CHEMBL25 C0004153 7157 0.1
149 CHEMBL25 C0004604 7157 0.1
150 CHEMBL25 C0004604 7157 0.1
151 CHEMBL25 C0004604 7157 0.1
152 CHEMBL25 C0004604 7157 0.1
153 CHEMBL25 C0004604 7157 0.1
154 CHEMBL25 C0004604 7157 0.1
155 CHEMBL25 C0026764 7157 0.2
156 CHEMBL25 C0026764 7157 0.2
157 CHEMBL25 C0026764 7157 0.2
158 CHEMBL25 C0026764 7157 0.2
159 CHEMBL25 C0026764 7157 0.2
160 CHEMBL25 C0026764 7157 0.2
161 CHEMBL25 C0004153 4609 0.02
162 CHEMBL25 C0004153 4609 0.02
163 CHEMBL25 C0004153 4609 0.02
164 CHEMBL25 C0026764 4609 0.4
165 CHEMBL25 C0026764 4609 0.4
166 CHEMBL25 C0026764 4609 0.4
167 CHEMBL25 C0026764 3309 0.03
168 CHEMBL25 C0026764 3309 0.03
169 CHEMBL25 C0026764 3309 0.03
170 CHEMBL25 C0026764 6197 0.02
171 CHEMBL25 C0026764 6197 0.02
172 CHEMBL25 C0026764 6197 0.02
173 CHEMBL1373 C0030193 6531 0.02
174 CHEMBL1175 C0016053 6532 0.04
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drug_id disease_id gene_id score
0 CHEMBL59 C0242422 6531 0.2
1 CHEMBL1201203 C0242422 6531 0.2
2 CHEMBL1201236 C0242422 1644 0.31
3 CHEMBL1237 C0027051 5972 0.4
4 CHEMBL1237 C0027051 5972 0.4
5 CHEMBL1237 C0027051 5972 0.4
6 CHEMBL1237 C0027051 5972 0.4
7 CHEMBL25 C0027051 834 0.02
8 CHEMBL25 C0027051 834 0.02
9 CHEMBL25 C0027051 834 0.02
10 CHEMBL25 C0027051 834 0.02
11 CHEMBL25 C0027051 834 0.02
12 CHEMBL25 C0027051 834 0.02
13 CHEMBL25 C0029408 834 0.02
14 CHEMBL25 C0029408 834 0.02
15 CHEMBL25 C0029408 834 0.02
16 CHEMBL25 C0029408 834 0.02
17 CHEMBL25 C0029408 834 0.02
18 CHEMBL25 C0029408 834 0.02
19 CHEMBL25 C0027051 836 0.32
20 CHEMBL25 C0027051 836 0.32
21 CHEMBL25 C0027051 836 0.32
22 CHEMBL25 C0027051 836 0.32
23 CHEMBL25 C0027051 836 0.32
24 CHEMBL25 C0027051 836 0.32
25 CHEMBL25 C0029408 836 0.05
26 CHEMBL25 C0029408 836 0.05
27 CHEMBL25 C0029408 836 0.05
28 CHEMBL25 C0029408 836 0.05
29 CHEMBL25 C0029408 836 0.05
30 CHEMBL25 C0029408 836 0.05
31 CHEMBL25 C0027051 1909 0.21
32 CHEMBL25 C0027051 1909 0.21
33 CHEMBL25 C0027051 1909 0.21
34 CHEMBL25 C0030193 1909 0.04
35 CHEMBL25 C0030193 1909 0.04
36 CHEMBL25 C0030193 1909 0.04
37 CHEMBL25 C0149931 1909 0.34
38 CHEMBL25 C0149931 1909 0.34
39 CHEMBL25 C0149931 1909 0.34
40 CHEMBL25 C0027051 3309 0.3
41 CHEMBL25 C0027051 3309 0.3
42 CHEMBL25 C0027051 3309 0.3
43 CHEMBL25 C0029408 3309 0.02
44 CHEMBL25 C0029408 3309 0.02
45 CHEMBL25 C0029408 3309 0.02
46 CHEMBL25 C0027051 5742 0.02
47 CHEMBL25 C0027051 5742 0.02
48 CHEMBL25 C0027051 5742 0.02
49 CHEMBL25 C0030193 5742 0.03
50 CHEMBL25 C0030193 5742 0.03
51 CHEMBL25 C0030193 5742 0.03
52 CHEMBL25 C0027051 5743 0.1
53 CHEMBL25 C0027051 5743 0.1
54 CHEMBL25 C0027051 5743 0.1
55 CHEMBL25 C0029408 5743 0.1
56 CHEMBL25 C0029408 5743 0.1
57 CHEMBL25 C0029408 5743 0.1
58 CHEMBL25 C0030193 5743 0.1
59 CHEMBL25 C0030193 5743 0.1
60 CHEMBL25 C0030193 5743 0.1
61 CHEMBL25 C0948089 5743 0.02
62 CHEMBL25 C0948089 5743 0.02
63 CHEMBL25 C0948089 5743 0.02
64 CHEMBL25 C0027051 7157 0.33
65 CHEMBL25 C0027051 7157 0.33
66 CHEMBL25 C0027051 7157 0.33
67 CHEMBL25 C0027051 7157 0.33
68 CHEMBL25 C0027051 7157 0.33
69 CHEMBL25 C0027051 7157 0.33
70 CHEMBL25 C0029408 7157 0.03
71 CHEMBL25 C0029408 7157 0.03
72 CHEMBL25 C0029408 7157 0.03
73 CHEMBL25 C0029408 7157 0.03
74 CHEMBL25 C0029408 7157 0.03
75 CHEMBL25 C0029408 7157 0.03
76 CHEMBL25 C0030193 7157 0.1
77 CHEMBL25 C0030193 7157 0.1
78 CHEMBL25 C0030193 7157 0.1
79 CHEMBL25 C0030193 7157 0.1
80 CHEMBL25 C0030193 7157 0.1
81 CHEMBL25 C0030193 7157 0.1
82 CHEMBL25 C0032463 7157 0.03
83 CHEMBL25 C0032463 7157 0.03
84 CHEMBL25 C0032463 7157 0.03
85 CHEMBL25 C0032463 7157 0.03
86 CHEMBL25 C0032463 7157 0.03
87 CHEMBL25 C0032463 7157 0.03
88 CHEMBL1581 C0028754 1636 0.3
89 CHEMBL1581 C0028754 1636 0.3
90 CHEMBL1168 C0038454 1636 0.4
91 CHEMBL1168 C0038454 1636 0.4
92 CHEMBL1017 C0038454 185 0.08
93 CHEMBL1017 C0038454 185 0.08
94 CHEMBL1017 C0038454 5468 0.04
95 CHEMBL1017 C0038454 5468 0.04
96 CHEMBL1042 C0036341 7421 0.03
97 CHEMBL1042 C0042870 7421 0.4
98 CHEMBL502 C0036341 43 0.3
99 CHEMBL502 C0036341 43 0.3
100 CHEMBL502 C0030567 43 0.03
101 CHEMBL502 C0497327 43 0.05
102 CHEMBL502 C0497327 43 0.05
103 CHEMBL502 C0036341 3356 0.4
104 CHEMBL502 C0036341 3356 0.4
105 CHEMBL502 C0036341 3553 0.4
106 CHEMBL502 C0036341 3553 0.4
107 CHEMBL502 C0036341 3553 0.4
108 CHEMBL502 C0036341 3553 0.4
109 CHEMBL502 C0026769 3553 0.4
110 CHEMBL502 C0026769 3553 0.4
111 CHEMBL502 C0030567 3553 0.28
112 CHEMBL502 C0030567 3553 0.28
113 CHEMBL502 C0497327 3553 0.09
114 CHEMBL502 C0497327 3553 0.09
115 CHEMBL502 C0497327 3553 0.09
116 CHEMBL502 C0497327 3553 0.09
117 CHEMBL502 C0036341 4790 0.1
118 CHEMBL502 C0036341 4790 0.1
119 CHEMBL502 C0026769 4790 0.03
120 CHEMBL502 C0030567 4790 0.03
121 CHEMBL502 C0036341 4842 0.5
122 CHEMBL502 C0036341 4842 0.5
123 CHEMBL502 C0036341 4842 0.5
124 CHEMBL502 C0036341 4842 0.5
125 CHEMBL502 C0030567 4842 0.38
126 CHEMBL502 C0030567 4842 0.38
127 CHEMBL1373 C0036341 6531 0.4
128 CHEMBL1373 C1269683 6531 0.04
129 CHEMBL1175 C0036341 6530 0.34
130 CHEMBL1175 C1269683 6530 0.4
131 CHEMBL1175 C0036341 6531 0.4
132 CHEMBL1175 C0497327 6531 0.33
133 CHEMBL1175 C1269683 6531 0.04
134 CHEMBL1175 C0036341 6532 0.4
135 CHEMBL1175 C0497327 6532 0.02
136 CHEMBL1175 C1269683 6532 0.6
137 CHEMBL1536 C0042870 7421 0.4
138 CHEMBL846 C0042870 7421 0.4
139 CHEMBL846 C0085682 7421 0.13
140 CHEMBL2110563 C0042847 4548 0.22
141 CHEMBL2103737 C0042847 4548 0.22
142 CHEMBL1040 C0085682 7421 0.13
143 CHEMBL2356023 C0085682 7421 0.13
144 CHEMBL502 C0026769 590 0.3
145 CHEMBL502 C0030567 590 0.02
146 CHEMBL502 C0497327 590 0.06
147 CHEMBL502 C0497327 590 0.06
148 CHEMBL25 C0029408 1645 0.3
149 CHEMBL25 C0029408 1645 0.3
150 CHEMBL25 C0029408 1645 0.3
151 CHEMBL25 C0030193 4792 0.02
152 CHEMBL25 C0030193 4792 0.02
153 CHEMBL25 C0030193 4792 0.02
154 CHEMBL1434 C0031099 4318 0.35
155 CHEMBL1434 C0032285 4318 0.06
156 CHEMBL1434 C0031099 7422 0.02
157 CHEMBL1434 C0032285 7422 0.04
158 CHEMBL1434 C0042029 7422 0.03
159 CHEMBL1434 C0032285 240 0.02
160 CHEMBL1434 C0032285 834 0.32
161 CHEMBL1434 C0032285 3553 0.6
162 CHEMBL1434 C0042029 4843 0.3
163 CHEMBL1229517 C0026764 673 0.49
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import seaborn as sns\n",
"import matplotlib.pyplot as plt\n",
"from pandas import DataFrame\n",
"from scipy import stats\n",
"from sklearn.metrics import jaccard_score\n",
"from sklearn.metrics import pairwise_distances\n",
"from statsmodels.stats.diagnostic import lilliefors\n",
"from scipy.stats import mannwhitneyu, levene"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"def generate(disease_feature, diseases, features):\n",
" \n",
" \"\"\"Function that from a list of relationships disease-feature obtains the\n",
" feature matrix, so that rows are diseases and columns are features.\n",
" \"\"\"\n",
" \n",
" \n",
" dis_feat_dict = { i : list() for i in diseases}\n",
" \n",
" disease_feature_array = disease_feature.to_numpy()\n",
" \n",
" for [disease, feature] in disease_feature_array:\n",
" \n",
" if not feature in dis_feat_dict[disease]:\n",
" dis_feat_dict[disease].append(feature)\n",
" \n",
" bool_matr = [[0 for x in range(len(features))] for y in range(len(diseases))]\n",
" \n",
" count_dis = 0 \n",
" for dis in diseases: \n",
" count_feat = 0 \n",
" for feat in features: \n",
" if feat in dis_feat_dict[dis]: \n",
" bool_matr[count_dis][count_feat] = 1 \n",
" count_feat += 1 \n",
" count_dis += 1\n",
" \n",
" feature_matrix = pd.DataFrame(bool_matr)\n",
" return feature_matrix\n",
"#------------------------------------------------------------------------------"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# DATA"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"sint = pd.read_csv('sint_all.tsv', sep='\\t')\n",
"sint = sint.drop([\"Unnamed: 0\"],axis=1)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"7582"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(sint[\"disease_id\"].unique())"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"1951"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(sint[\"symptom\"].unique())"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"### DISNET"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"disnet_sint = sint"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"dis_feu_disnet = disnet_sint"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"dis_disnet = disnet_sint[\"disease_id\"]\n",
"dis_disnet = dis_disnet.drop_duplicates()\n",
"dis_disnet = dis_disnet.tolist()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"feu_disnet = disnet_sint[\"symptom\"]\n",
"feu_disnet = feu_disnet.drop_duplicates()\n",
"feu_disnet = feu_disnet.tolist()"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"syn_disnet=generate(dis_feu_disnet,dis_disnet,feu_disnet)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"syn_disnet.columns = feu_disnet\n",
"syn_disnet.index = dis_disnet"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [],
"source": [
"syn_disnet=np.array(syn_disnet)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"matrix_jaccard = pairwise_distances(syn_disnet, metric='jaccard')\n",
"matrix_jaccard = pd.DataFrame(matrix_jaccard)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"matrix_jaccard.columns = dis_disnet\n",
"matrix_jaccard.index = dis_disnet"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"28739571"
]
},
"execution_count": 15,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_array = np.array(matrix_jaccard)[np.triu_indices(len(matrix_jaccard), k = 1)]\n",
"len(my_array)"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"my_array_simi = 1 - my_array"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.054346292990571546"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"my_array_simi.mean()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"#### PATHWAYS"
]
},
{
"cell_type": "code",
"execution_count": 55,
"metadata": {},
"outputs": [],
"source": [
"triplets_total = pd.read_excel('triples_drebiop_final_dos.xlsx',engine='openpyxl')\n",
"triplets_total = triplets_total.drop(columns=['Unnamed: 0'])\n",
"triplets_total = triplets_total.drop_duplicates()"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [],
"source": [
"triplets_total = triplets_total.rename(columns={\"disease_id\": \"disease_PwB\",\"Original Condition CUI\":\"disease_no_PwB\"})"
]
},
{
"cell_type": "code",
"execution_count": 58,
"metadata": {},
"outputs": [],
"source": [
"def value_jaccard(disease1, disease2):\n",
" result = matrix_jaccard.loc[disease1,disease2]\n",
" return result"
]
},
{
"cell_type": "code",
"execution_count": 59,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"C0035579 C0020598\n",
"C0035579 C0035086\n",
"C0035579 C0020598\n",
"C0035579 C0020626\n",
"C0035579 C0029456\n",
"C0035579 C0029458\n",
"C0035579 C0020598\n",
"C0035579 C0020626\n",
"C0035579 C0029456\n",
"C0035579 C0029458\n",
"C0035579 C0020598\n",
"C0035579 C0020626\n",
"C0020538 C0003962\n",
"C0020538 C0013604\n",
"C0020538 C0020428\n",
"C0020538 C0011881\n",
"C0020538 C0011881\n",
"C0020538 C0011881\n",
"C0020538 C0018802\n",
"C0020538 C0018802\n",
"C0030567 C0015371\n",
"C0030567 C0020649\n",
"C0030567 C0242422\n",
"C0030567 C0242422\n",
"C0030567 C0242422\n",
"C0030567 C0600177\n",
"No se puede calcular\n",
"C0020538 C0038454\n",
"C0020538 C0038454\n",
"C0020538 C0027051\n",
"C0020538 C1739363\n",
"C0035579 C0085682\n",
"C0035579 C0042870\n",
"C0035579 C0042870\n",
"C0035579 C3536984\n",
"C0035579 C0039621\n",
"No se puede calcular\n",
"C0035579 C0085682\n",
"C0002892 C0042847\n",
"C0002892 C0042847\n",
"C0002892 C0162316\n",
"C0020538 C0009905\n",
"No se puede calcular\n",
"C0020538 C0029151\n",
"No se puede calcular\n",
"C0919267 C0001144\n",
"C0919267 C0702166\n",
"C0919267 C0718217\n",
"No se puede calcular\n",
"C1140680 C0001144\n",
"C1140680 C0702166\n",
"C1140680 C0718217\n",
"No se puede calcular\n"
]
}
],
"source": [
"df_jaccard_distance = []\n",
"disease1_list = triplets_total[\"disease_PwB\"].to_list()\n",
"disease2_list = triplets_total[\"disease_no_PwB\"].to_list()\n",
"\n",
"for disease1,disease2 in zip(disease1_list,disease2_list):\n",
" print(disease1,disease2)\n",
" try:\n",
" value = value_jaccard(disease1,disease2)\n",
" df_jaccard_distance.append(value) \n",
" except:\n",
" print(\"No se puede calcular\")\n",
" df_jaccard_distance.append(\"Na\")\n",
" \n",
" \n",
" "
]
},
{
"cell_type": "code",
"execution_count": 60,
"metadata": {},
"outputs": [],
"source": [
"triplets_total[\"Jaccard_distance\"] = df_jaccard_distance"
]
},
{
"cell_type": "code",
"execution_count": 61,
"metadata": {},
"outputs": [],
"source": [
"final_jacc_triples = triplets_total[triplets_total[\"Jaccard_distance\"]!= \"Na\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"final_jacc_triples[\"Jaccard_similarity\"] = 1-final_jacc_triples[\"Jaccard_distance\"]"
]
},
{
"cell_type": "code",
"execution_count": 64,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.22111618034064676"
]
},
"execution_count": 64,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"final_jacc_triples[\"Jaccard_similarity\"].mean()"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 32,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"final_jacc_triples[\"Jaccard_similarity\"].hist(bins=100)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"#### TARGET"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {},
"outputs": [],
"source": [
"Triples_target_final = pd.read_excel(\"triples_final_drege_repo_csbj.xlsx\",engine='openpyxl')\n",
"Triples_target_final = Triples_target_final.drop(columns=['Unnamed: 0'])\n",
"Triples_target_final = Triples_target_final.drop_duplicates()"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"C0041696 C0270549\n",
"C1269683 C0270549\n",
"C0041696 C0028754\n",
"C1269683 C0028754\n",
"C0011570 C0028754\n",
"C0011581 C0028754\n",
"C0344315 C0028754\n",
"No se puede calcular\n",
"C0041696 C0520676\n",
"C1269683 C0520676\n",
"C0011570 C0520676\n",
"C0011581 C0520676\n",
"C0344315 C0520676\n",
"No se puede calcular\n",
"C1269683 C0016053\n",
"C1269683 C0016053\n",
"C0011570 C0016053\n",
"C0011570 C0016053\n",
"C0011581 C0016053\n",
"C0011581 C0016053\n",
"C0344315 C0016053\n",
"No se puede calcular\n",
"C0344315 C0016053\n",
"No se puede calcular\n",
"C0029408 C0032580\n",
"C0003873 C0032580\n",
"C0029408 C0007102\n",
"C0003873 C0007102\n",
"C0029408 C0346629\n",
"C0003873 C0346629\n",
"C0029408 C0699790\n",
"No se puede calcular\n",
"C0003873 C0699790\n",
"No se puede calcular\n",
"C0029408 C0009402\n",
"C0003873 C0009402\n",
"C0029408 C0242379\n",
"C0003873 C0242379\n",
"C0029408 C0684249\n",
"C0003873 C0684249\n",
"C0029408 C1306460\n",
"No se puede calcular\n",
"C0003873 C1306460\n",
"No se puede calcular\n",
"C0029408 C0006142\n",
"C0003873 C0006142\n",
"C0029408 C0678222\n",
"C0003873 C0678222\n",
"C0003873 C0004096\n",
"C0010346 C0003864\n",
"C0010346 C0002395\n",
"C1960398 C0278488\n",
"No se puede calcular\n",
"C1960398 C0024623\n",
"No se puede calcular\n",
"C1960398 C0699791\n",
"No se puede calcular\n",
"C0011849 C0006142\n",
"C0011849 C0678222\n",
"C0011849 C0376358\n",
"C0011849 C0600139\n",
"No se puede calcular\n",
"C0011849 C0009402\n",
"C0024530 C0003873\n",
"C0024530 C0024141\n",
"C0020538 C0002395\n",
"C0020538 C0242350\n",
"C0007222 C0242350\n",
"C0006826 C0003873\n",
"C0027497 C0026764\n",
"C0027497 C0023343\n",
"C0238198 C0017185\n",
"C0238198 C0030297\n",
"C0007134 C0030297\n",
"C0279702 C0030297\n",
"C0020538 C0030567\n",
"C0020538 C0035258\n",
"C0206180 C0007131\n",
"C1332182 C0007131\n",
"No se puede calcular\n",
"C0030567 C1263846\n",
"C0522224 C0002395\n",
"C1704272 C0002170\n",
"C0242350 C0020538\n",
"C0242350 C1704272\n",
"C0006142 C0029456\n",
"C0678222 C0029456\n",
"C0376358 C0029456\n",
"C0600139 C0029456\n",
"No se puede calcular\n",
"C0023473 C0238198\n",
"C0279543 C0238198\n",
"No se puede calcular\n",
"C1292771 C0238198\n",
"No se puede calcular\n",
"C0003873 C0376358\n",
"C0003873 C0600139\n",
"No se puede calcular\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C2607914 C0033774\n",
"C0036341 C0033774\n",
"C2607914 C0035455\n",
"C2607914 C0036341\n",
"C0242422 C0030567\n",
"C0242422 C0030567\n",
"C0242422 C0030567\n",
"C0242422 C0020649\n",
"C0030567 C0020649\n",
"C0242422 C0015371\n",
"C0030567 C0015371\n",
"C0038454 C0020538\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0029408 C0003873\n",
"C0015967 C0003873\n",
"C0015967 C0003873\n",
"C0015967 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0030193 C0003873\n",
"C0038013 C0003873\n",
"C0038013 C0003873\n",
"C0038013 C0003873\n",
"C0038013 C0003873\n",
"C0038013 C0003873\n",
"C0038013 C0003873\n",
"C0022602 C0003873\n",
"C0027051 C0003873\n",
"C0009324 C0003873\n",
"C0029408 C0022602\n",
"C0030193 C0022602\n",
"C0038013 C0022602\n",
"C0029408 C0015967\n",
"C0029408 C0015967\n",
"C0029408 C0015967\n",
"C0030193 C0015967\n",
"C0030193 C0015967\n",
"C0030193 C0015967\n",
"C0030193 C0015967\n",
"C0038013 C0015967\n",
"C0029408 C0027051\n",
"C0030193 C0027051\n",
"C0029458 C0014175\n",
"C0029458 C0014175\n",
"C0476089 C0014175\n",
"C0476089 C0014175\n",
"C0016034 C0014175\n",
"C0476089 C0029458\n",
"C0476089 C0029458\n",
"C0035579 C0020598\n",
"C0035579 C0020598\n",
"C0035579 C0020598\n",
"C0035579 C0020598\n",
"C0085682 C0020598\n",
"C0085682 C0020598\n",
"C0085682 C0020598\n",
"C0029456 C0020598\n",
"C0029456 C0020598\n",
"C0029458 C0020598\n",
"C0029458 C0020598\n",
"C0042870 C0020598\n",
"C0042870 C0020598\n",
"C0035579 C0029456\n",
"C0035579 C0029456\n",
"C0029458 C0029456\n",
"C0029458 C0029456\n",
"C0042870 C0029456\n",
"C0042870 C0029456\n",
"C0035579 C0029458\n",
"C0035579 C0029458\n",
"C0042870 C0029458\n",
"C0042870 C0029458\n",
"C0085682 C0035579\n",
"C0085682 C0035579\n",
"C0042870 C0035579\n",
"C0042870 C0035579\n",
"C0020443 C0003850\n",
"C0020443 C0003850\n",
"C0020443 C0003850\n",
"C0020443 C0003850\n",
"C0020443 C0003850\n",
"C0020443 C0003850\n",
"C0494475 C0014544\n",
"C0494475 C0014544\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0003873 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004096 C0001403\n",
"C0004364 C0001403\n",
"C0004364 C0001403\n",
"C0004364 C0001403\n",
"C0004364 C0001403\n",
"C0004364 C0001403\n",
"C0004364 C0001403\n",
"C0004364 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0010346 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0021390 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0024141 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0026769 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0027726 C0001403\n",
"C0042164 C0001403\n",
"C0042164 C0001403\n",
"C0042164 C0001403\n",
"C0042164 C0001403\n",
"C0042164 C0001403\n",
"C0009324 C0001403\n",
"C0009324 C0001403\n",
"C0009324 C0001403\n",
"C0026764 C0001403\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004096 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0004364 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0010346 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0021390 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0026769 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0027726 C0003873\n",
"C0042164 C0003873\n",
"C0042164 C0003873\n",
"C0042164 C0003873\n",
"C0042164 C0003873\n",
"C0042164 C0003873\n",
"C0009324 C0003873\n",
"C0009324 C0003873\n",
"C0009324 C0003873\n",
"C0026764 C0003873\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0004364 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0010346 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0021390 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0024141 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0026769 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0027726 C0004096\n",
"C0042164 C0004096\n",
"C0042164 C0004096\n",
"C0042164 C0004096\n",
"C0042164 C0004096\n",
"C0042164 C0004096\n",
"C0027430 C0004096\n",
"C0009324 C0004096\n",
"C0009324 C0004096\n",
"C0009324 C0004096\n",
"C0026764 C0004096\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0010346 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0021390 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0024141 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0026769 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0027726 C0004364\n",
"C0042164 C0004364\n",
"C0042164 C0004364\n",
"C0042164 C0004364\n",
"C0042164 C0004364\n",
"C0009324 C0004364\n",
"C0009324 C0004364\n",
"C0009324 C0004364\n",
"C0010346 C0009324\n",
"C0010346 C0009324\n",
"C0010346 C0009324\n",
"C0021390 C0009324\n",
"C0021390 C0009324\n",
"C0021390 C0009324\n",
"C0024141 C0009324\n",
"C0024141 C0009324\n",
"C0024141 C0009324\n",
"C0026769 C0009324\n",
"C0026769 C0009324\n",
"C0026769 C0009324\n",
"C0027726 C0009324\n",
"C0027726 C0009324\n",
"C0027726 C0009324\n",
"C0042164 C0009324\n",
"C0042164 C0009324\n",
"C0042164 C0009324\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0021390 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0024141 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0026769 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0027726 C0010346\n",
"C0042164 C0010346\n",
"C0042164 C0010346\n",
"C0042164 C0010346\n",
"C0042164 C0010346\n",
"C0042164 C0010346\n",
"C0026764 C0010346\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0024141 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0026769 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0027726 C0021390\n",
"C0042164 C0021390\n",
"C0042164 C0021390\n",
"C0042164 C0021390\n",
"C0042164 C0021390\n",
"C0042164 C0021390\n",
"C0026764 C0021390\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0026769 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0027726 C0024141\n",
"C0042164 C0024141\n",
"C0042164 C0024141\n",
"C0042164 C0024141\n",
"C0042164 C0024141\n",
"C0042164 C0024141\n",
"C0026764 C0024141\n",
"C0026769 C0026764\n",
"C0027726 C0026764\n",
"C0042164 C0026764\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0027726 C0026769\n",
"C0042164 C0026769\n",
"C0042164 C0026769\n",
"C0042164 C0026769\n",
"C0042164 C0026769\n",
"C0042164 C0026769\n",
"C0024115 C0004096\n",
"C0036341 C0005587\n",
"C0036341 C0005587\n",
"C0011581 C0005587\n",
"C0036341 C0033975\n",
"C0036341 C0033975\n",
"C0036341 C0005586\n",
"C0036341 C0005586\n",
"C0005587 C0005586\n",
"C0036341 C0033975\n",
"C0036341 C0033975\n",
"C0036341 C0033975\n",
"C0040517 C0033975\n",
"C0036341 C0004352\n",
"C0036341 C0004352\n",
"C0036341 C0005587\n",
"C1269683 C0005587\n",
"C0036337 C0033975\n",
"C0036341 C0036337\n",
"C0036341 C0012734\n",
"C0033975 C0012734\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0030193 C0029408\n",
"C0038013 C0029408\n",
"C0038013 C0029408\n",
"C0038013 C0029408\n",
"C0038013 C0029408\n",
"C0038013 C0029408\n",
"C0038013 C0029408\n",
"C0149931 C0030193\n",
"C0042164 C0027726\n",
"C0042164 C0027726\n",
"C0042164 C0027726\n",
"C0042164 C0027726\n",
"C0042164 C0027726\n",
"C0038454 C0020538\n",
"C0027051 C0020538\n",
"C0022735 C0010417\n",
"C0022735 C0010417\n",
"C0022735 C0010417\n",
"C0022735 C0010417\n",
"C0022735 C0010417\n",
"C0271623 C0010417\n",
"C1269683 C0011581\n",
"C1269683 C0011581\n",
"C0030319 C0011581\n",
"C0030319 C0011581\n",
"C1269683 C0030319\n",
"C1269683 C0030319\n",
"C1269683 C0005587\n",
"C0011581 C0005587\n",
"C0917801 C0005587\n",
"C0028768 C0005587\n",
"C0030319 C0005587\n",
"C2267227 C0005587\n",
"C1269683 C0011581\n",
"C1269683 C0011581\n",
"C0917801 C0011581\n",
"C0028768 C0011581\n",
"C0028768 C0011581\n",
"C0028768 C0011581\n",
"C0030319 C0011581\n",
"C2267227 C0011581\n",
"C0038436 C0011581\n",
"C0038436 C0011581\n",
"C1269683 C0028768\n",
"C1269683 C0028768\n",
"C0030319 C0028768\n",
"C0030319 C0028768\n",
"C0030319 C0028768\n",
"C2267227 C0028768\n",
"C0038436 C0028768\n",
"C0038436 C0028768\n",
"C1269683 C0030319\n",
"C2267227 C0030319\n",
"C0038436 C0030319\n",
"C0038436 C0030319\n",
"C1269683 C0038436\n",
"C0028754 C0011581\n",
"C0028043 C0011581\n",
"C1269683 C0028043\n",
"C0028754 C0028043\n",
"C1269683 C0028754\n",
"C1263846 C0028754\n",
"C1263846 C0028754\n",
"C0038013 C0030193\n",
"C0038013 C0030193\n",
"C0033774 C0011615\n",
"C0020621 C0009806\n",
"C0334634 C0007134\n",
"C0334634 C0007134\n",
"C0041341 C0007134\n",
"C0678222 C0007134\n",
"C1263846 C0020538\n",
"C1263846 C0020538\n",
"C0242422 C0030567\n",
"C0242422 C0030567\n",
"C0030920 C0017168\n",
"C0030920 C0017168\n",
"C0030920 C0017168\n",
"C0030920 C0017168\n",
"C0030920 C0017168\n",
"C0149871 C0034065\n",
"C0149871 C0012739\n",
"C0011860 C0011854\n",
"C0524910 C0524909\n",
"No se puede calcular\n",
"C0206682 C0007134\n",
"C2239176 C0007134\n",
"C0238463 C0007134\n",
"No se puede calcular\n",
"C0238198 C0007134\n",
"C1261473 C0007134\n",
"C0238463 C0206682\n",
"No se puede calcular\n",
"C0020538 C0004238\n",
"C0027051 C0020538\n",
"C0027051 C0020538\n",
"C0035258 C0030567\n",
"C0035258 C0030567\n",
"C0035258 C0030567\n",
"C2239176 C0238198\n",
"C0006277 C0004096\n",
"C0006277 C0004096\n",
"C0034067 C0004096\n",
"C0034067 C0004096\n",
"C0024115 C0004096\n",
"C0024115 C0004096\n",
"C0034067 C0006277\n",
"C0034067 C0006277\n",
"C0020538 C0020428\n",
"C0023474 C0005699\n",
"No se puede calcular\n",
"C0023474 C0005699\n",
"No se puede calcular\n",
"C0206141 C0005699\n",
"No se puede calcular\n",
"C0238198 C0005699\n",
"No se puede calcular\n",
"C0032285 C0031099\n",
"C0042029 C0031099\n",
"C0042029 C0032285\n",
"C0020538 C0004238\n",
"C0020538 C0004238\n",
"C0023480 C0023467\n",
"C0020538 C0011881\n",
"C0020538 C0011881\n",
"C0024138 C0003873\n",
"C0024138 C0003873\n",
"C0024141 C0003873\n",
"C0024141 C0003873\n",
"C0024535 C0003873\n",
"C0024535 C0003873\n",
"C0024141 C0024138\n",
"C0024141 C0024138\n",
"C0024535 C0024138\n",
"C0024535 C0024138\n",
"C0024535 C0024141\n",
"C0024535 C0024141\n",
"C0020676 C0010308\n",
"C0020676 C0010308\n",
"C0020676 C0018021\n",
"C0020676 C0018021\n",
"C0008350 C0008312\n",
"C0020538 C0011881\n",
"C0020538 C0018802\n",
"C0020538 C0018802\n",
"C0028754 C0020649\n",
"C2607914 C0035455\n",
"C0014547 C0014544\n",
"C0038220 C0014544\n",
"C0494475 C0014544\n",
"C0038220 C0014547\n",
"C0494475 C0014547\n",
"C0494475 C0038220\n",
"C0023487 C0023467\n",
"C0032463 C0027022\n",
"C0027773 C0020459\n",
"C0235480 C0004238\n",
"C0235480 C0004238\n",
"C0235480 C0004238\n",
"C0024623 C0007102\n",
"C0334634 C0023434\n",
"C0028754 C0001973\n",
"C0150055 C0001973\n",
"C0150055 C0028754\n",
"C0150055 C0030193\n",
"C0150055 C0030193\n",
"C0524662 C0030193\n",
"C2215257 C0030193\n",
"No se puede calcular\n",
"C2215257 C0030193\n",
"No se puede calcular\n",
"C2215257 C0030193\n",
"No se puede calcular\n",
"C0678222 C0041341\n",
"C1269683 C0036341\n",
"C1269683 C0036341\n",
"C0040517 C0036341\n",
"C0029456 C0020598\n",
"C0024301 C0023434\n",
"C0524662 C0150055\n",
"C2215257 C0150055\n",
"No se puede calcular\n",
"C2215257 C0150055\n",
"No se puede calcular\n",
"C2215257 C0524662\n",
"No se puede calcular\n",
"C0004604 C0003873\n",
"C0149931 C0003873\n",
"C0027051 C0004604\n",
"C0029408 C0004604\n",
"C0030193 C0004604\n",
"C0149931 C0027051\n",
"C0149931 C0030193\n",
"C0038220 C0014544\n",
"C0038220 C0014544\n",
"C0038220 C0014544\n",
"C0024305 C0003873\n",
"C0242379 C0003873\n",
"C0278996 C0003873\n",
"C0242379 C0024305\n",
"C0278996 C0024305\n",
"C0278996 C0242379\n",
"C0003873 C0003872\n",
"C0004096 C0003872\n",
"C0006114 C0003872\n",
"C0010346 C0003872\n",
"C0021390 C0003872\n",
"C0024141 C0003872\n",
"C0024301 C0003872\n",
"C0024305 C0003872\n",
"C0026769 C0003872\n",
"C0033860 C0003872\n",
"C0038013 C0003872\n",
"C0042165 C0003872\n",
"No se puede calcular\n",
"C0079744 C0003872\n",
"C0011615 C0003873\n",
"C0006114 C0003873\n",
"C0024301 C0003873\n",
"C0024305 C0003873\n",
"C0033860 C0003873\n",
"C0038013 C0003873\n",
"C0042165 C0003873\n",
"No se puede calcular\n",
"C0079744 C0003873\n",
"C0006114 C0004096\n",
"C0024301 C0004096\n",
"C0024305 C0004096\n",
"C0033860 C0004096\n",
"C0038013 C0004096\n",
"C0042165 C0004096\n",
"No se puede calcular\n",
"C0079744 C0004096\n",
"C0011615 C0004096\n",
"C0010346 C0006114\n",
"C0021390 C0006114\n",
"C0024141 C0006114\n",
"C0024301 C0006114\n",
"C0024305 C0006114\n",
"C0026769 C0006114\n",
"C0033860 C0006114\n",
"C0038013 C0006114\n",
"C0042165 C0006114\n",
"No se puede calcular\n",
"C0079744 C0006114\n",
"C0011615 C0010346\n",
"C0021390 C0011615\n",
"C0024301 C0010346\n",
"C0024305 C0010346\n",
"C0033860 C0010346\n",
"C0038013 C0010346\n",
"C0042165 C0010346\n",
"No se puede calcular\n",
"C0079744 C0010346\n",
"C0024301 C0021390\n",
"C0024305 C0021390\n",
"C0033860 C0021390\n",
"C0038013 C0021390\n",
"C0042165 C0021390\n",
"No se puede calcular\n",
"C0079744 C0021390\n",
"C0024301 C0024141\n",
"C0024305 C0024141\n",
"C0033860 C0024141\n",
"C0038013 C0024141\n",
"C0042165 C0024141\n",
"No se puede calcular\n",
"C0079744 C0024141\n",
"C0024305 C0024301\n",
"C0026769 C0024301\n",
"C0033860 C0024301\n",
"C0038013 C0024301\n",
"C0042165 C0024301\n",
"No se puede calcular\n",
"C0079744 C0024301\n",
"C0026769 C0024305\n",
"C0033860 C0024305\n",
"C0038013 C0024305\n",
"C0042165 C0024305\n",
"No se puede calcular\n",
"C0079744 C0024305\n",
"C0033860 C0026769\n",
"C0038013 C0026769\n",
"C0042165 C0026769\n",
"No se puede calcular\n",
"C0079744 C0026769\n",
"C0038013 C0033860\n",
"C0042165 C0033860\n",
"No se puede calcular\n",
"C0079744 C0033860\n",
"C0042165 C0038013\n",
"No se puede calcular\n",
"C0079744 C0038013\n",
"C0079744 C0042165\n",
"No se puede calcular\n",
"C0271623 C0022735\n",
"C0494475 C0014544\n",
"C0494475 C0014544\n",
"C0014547 C0014544\n",
"C0494475 C0014547\n",
"C2267227 C1269683\n",
"C0020538 C0007131\n",
"C0036220 C0007131\n",
"C0678222 C0007131\n",
"C1140680 C0007131\n",
"C0036220 C0020538\n",
"C0678222 C0020538\n",
"C1140680 C0020538\n",
"C0678222 C0024623\n",
"C0376358 C0024623\n",
"C0678222 C0376358\n",
"C0678222 C0036220\n",
"C1140680 C0036220\n",
"C1140680 C0678222\n",
"C0030567 C0020514\n",
"C0020550 C0018213\n",
"C0027819 C0027708\n",
"C0149925 C0027708\n",
"C0242379 C0027708\n",
"C0678222 C0027708\n",
"C1140680 C0027708\n",
"C0149925 C0027819\n",
"C0242379 C0027819\n",
"C0678222 C0027819\n",
"C1140680 C0027819\n",
"C0242379 C0149925\n",
"C0678222 C0149925\n",
"C1140680 C0149925\n",
"C0678222 C0242379\n",
"C1140680 C0242379\n",
"C1140680 C0678222\n",
"C0238198 C0206141\n",
"C0221013 C0206141\n",
"C0238198 C0221013\n",
"C0020557 C0020474\n",
"C0020557 C0020474\n",
"C0020557 C0020473\n",
"C0020474 C0020473\n",
"C0020473 C0020443\n",
"C1112486 C0023467\n",
"C0020649 C0006267\n",
"C0034067 C0006267\n",
"C0043144 C0006267\n",
"No se puede calcular\n",
"C0034067 C0020649\n",
"C0043144 C0020649\n",
"No se puede calcular\n",
"C0043144 C0034067\n",
"No se puede calcular\n",
"C0024537 C0003873\n",
"C0024537 C0024138\n",
"C0024537 C0024141\n",
"C0024537 C0024535\n",
"C0242350 C0020542\n",
"C0032768 C0027796\n",
"C0033774 C0027796\n",
"C0033774 C0032768\n",
"C1140680 C0007131\n",
"C0206141 C0023474\n",
"No se puede calcular\n",
"C0238198 C0023474\n",
"No se puede calcular\n",
"C0020538 C0013604\n",
"C0020542 C0011644\n",
"C1269683 C0030567\n"
]
}
],
"source": [
"df_jaccard_distance_target = []\n",
"disease1_list = Triples_target_final[\"disease_id\"].to_list()\n",
"disease2_list = Triples_target_final[\"New Condition CUI\"].to_list()\n",
"\n",
"for disease1,disease2 in zip(disease1_list,disease2_list):\n",
" print(disease1,disease2)\n",
" try:\n",
" value = value_jaccard(disease1,disease2)\n",
" df_jaccard_distance_target.append(value) \n",
" except:\n",
" print(\"No se puede calcular\")\n",
" df_jaccard_distance_target.append(\"Na\")\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {},
"outputs": [],
"source": [
"Triples_target_final[\"Jaccard_distance\"] = df_jaccard_distance_target"
]
},
{
"cell_type": "code",
"execution_count": 40,
"metadata": {},
"outputs": [],
"source": [
"final_jacc_triples_tar = Triples_target_final[Triples_target_final[\"Jaccard_distance\"]!= \"Na\"]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"final_jacc_triples_tar[\"Jaccard_similarity\"] = 1-final_jacc_triples_tar[\"Jaccard_distance\"]"
]
},
{
"cell_type": "code",
"execution_count": 42,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"0.1706008356068068"
]
},
"execution_count": 42,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"final_jacc_triples_tar[\"Jaccard_similarity\"].mean()"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<AxesSubplot:>"
]
},
"execution_count": 44,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"final_jacc_triples_tar[\"Jaccard_similarity\"].hist(bins=100)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### DISNET SIMILARITY"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"df_simi_disnet = pd.DataFrame(my_array_simi)"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"df_simi_disnet[\"score\"] = df_simi_disnet"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# STATISTICS"
]
},
{
"cell_type": "code",
"execution_count": 65,
"metadata": {},
"outputs": [],
"source": [
"drebiop = final_jacc_triples[\"Jaccard_similarity\"].tolist()"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {},
"outputs": [],
"source": [
"drege = final_jacc_triples_tar[\"Jaccard_similarity\"].tolist()"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
"disnet = df_simi_disnet[\"score\"].tolist()"
]
},
{
"cell_type": "code",
"execution_count": 66,
"metadata": {},
"outputs": [],
"source": [
"drebiop = np.array(drebiop)"
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [],
"source": [
"drege = np.array(drege)"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {},
"outputs": [],
"source": [
"disnet = np.array(disnet)"
]
},
{
"cell_type": "code",
"execution_count": 67,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"MannwhitneyuResult(statistic=22189.0, pvalue=0.05921647904233011)"
]
},
"execution_count": 67,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"stats.mannwhitneyu(drebiop,drege)"
]
},
{
"cell_type": "code",
"execution_count": 68,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"MannwhitneyuResult(statistic=1089001604.0, pvalue=4.9458338586431055e-21)"
]
},
"execution_count": 68,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"stats.mannwhitneyu(drebiop,disnet)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.13"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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