@> 5439 atoms and 1 coordinate set(s) were parsed in 0.18s.
@> 1005 atoms and 1 coordinate set(s) were parsed in 0.03s.

Visualizations and results¶

Original Structure Visualization¶

3Dmol.js failed to load for some reason. Please check your browser console for error messages.

3Dmol.js failed to load for some reason. Please check your browser console for error messages.

@> 5439 atoms and 1 coordinate set(s) were parsed in 0.18s.
@> 1005 atoms and 1 coordinate set(s) were parsed in 0.03s.
1wyyB_TEMP
Blue:5wrgC
Red:1wyyB

3Dmol.js failed to load for some reason. Please check your browser console for error messages.

AlphaFold predictions¶

Best AF prediction to fold 1¶

@> 5714 atoms and 1 coordinate set(s) were parsed in 0.19s.
@> 5439 atoms and 1 coordinate set(s) were parsed in 0.18s.
Blue:ShallowMsa_003_unrelaxed_rank_004_alphafold2_ptm_model_2_seed_000
Red:5wrgC

3Dmol.js failed to load for some reason. Please check your browser console for error messages.

Best AF prediction to fold 2¶

No max_af_pdb2

EsmFold Prediction¶

Out[10]:
fold_pair fold TMscore_fold1 TMscore_fold2 cluster_num TM_mean_cluster_pdb1 TM_mean_cluster_pdb2 sample_count is_fold_1 is_fold_2 cluster_fold_1 cluster_fold_2
0 1dzlA_5keqF ShallowMsa_000_1.pdb 0.21478 0.22071 000 0.281451 0.2755 10 1 0 1 0
1 1dzlA_5keqF ShallowMsa_000_0.pdb 0.23730 0.24378 000 0.281451 0.2755 10 1 0 1 0
2 1dzlA_5keqF ShallowMsa_000_2.pdb 0.38172 0.36978 000 0.281451 0.2755 10 1 0 1 0
3 1dzlA_5keqF ShallowMsa_000_3.pdb 0.38407 0.38314 000 0.281451 0.2755 10 1 0 1 0
4 1dzlA_5keqF ShallowMsa_000_7.pdb 0.18823 0.17477 000 0.281451 0.2755 10 1 0 1 0

Best EsmFold prediction to fold 1¶

single positional indexer is out-of-bounds
name 'max_esm_pdb1' is not defined

Best EsmFold prediction to fold 2¶

name 'pdb_file2_' is not defined
0.64845
name 'pdb_file2_' is not defined
Out[13]:
fold_pair fold TMscore_fold1 TMscore_fold2 cluster_num TM_mean_cluster_pdb1 TM_mean_cluster_pdb2 sample_count is_fold_1 is_fold_2 cluster_fold_1 cluster_fold_2
27377 5wrgC_1wyyB ShallowMsa_004_5.pdb 0.21706 0.64845 004 0.233615 0.468152 10 0 1 0 1
27403 5wrgC_1wyyB ShallowMsa_006_2.pdb 0.21706 0.64845 006 0.217343 0.453013 10 0 1 0 1
27340 5wrgC_1wyyB ShallowMsa_000_3.pdb 0.21706 0.64845 000 0.221527 0.388988 10 0 1 0 1
27374 5wrgC_1wyyB ShallowMsa_003_4.pdb 0.21706 0.64845 003 0.226219 0.602904 10 0 1 0 1
27372 5wrgC_1wyyB ShallowMsa_003_7.pdb 0.22368 0.64562 003 0.226219 0.602904 10 0 1 0 1
... ... ... ... ... ... ... ... ... ... ... ... ...
27339 5wrgC_1wyyB ShallowMsa_000_2.pdb 0.22127 0.32751 000 0.221527 0.388988 10 0 1 0 1
27347 5wrgC_1wyyB ShallowMsa_001_2.pdb 0.23142 0.31330 001 0.235708 0.398342 10 0 1 0 1
27343 5wrgC_1wyyB ShallowMsa_000_4.pdb 0.19152 0.30927 000 0.221527 0.388988 10 0 1 0 1
27345 5wrgC_1wyyB ShallowMsa_000_8.pdb 0.23108 0.29371 000 0.221527 0.388988 10 0 1 0 1
27356 5wrgC_1wyyB ShallowMsa_001_9.pdb 0.19440 0.28879 001 0.235708 0.398342 10 0 1 0 1

80 rows × 12 columns

Contact maps Msa Transformers¶

Out[15]:
array(['1qb3A_3qy2A', '3l5nB_2a73B', '5l35G_5l35D', '4ydqB_4twaA',
       '2mwfA_2nntA', '1qlnA_1h38D', '1xezA_3o44A', '1zk9A_3jv6A',
       '1xjuB_1xjtA', '3meeA_4b3oB', '3r9jC_2kxoA', '5f5rB_5f3kA',
       '1nqjB_1nqdA', '4yhdG_7ahlE', '1mnmD_1mnmC', '2bzyB_2lqwA',
       '3lowA_3m1bF', '1iytA_2naoF', '2kb8A_6vw2A', '5et5A_3ifaA',
       '1nocA_1qomB', '4o01D_4o0pA', '3v0tA_3uyiA', '4q79F_4uv2D',
       '2uy7D_5fluE', '5c1vB_5c1vA', '2k42A_1ceeB', '2lelA_2k0qA',
       '1miqB_1qs8B', '3t5oA_4a5wB', '6c6sD_2ougC', '3lqcA_1xntA',
       '3mkoA_5ineA', '5jytA_2qkeE', '4dxrA_4dxtA', '2kkwA_2n0aD',
       '5c3iF_3kuyA', '5tpnA_1g2cF', '3j7vG_3j7wB', '1svfC_4wsgC',
       '5jztG_5jzhA', '5bmyA_5b3zA', '2z9oB_1repC', '2n54B_2hdmA',
       '3g0hA_3ewsB', '1rk4B_1k0nA', '1kctA_3t1pA', '2c1vB_2c1uC',
       '2lv1A_6lniA', '4pyjA_4pyiA', '2qqjA_4qdsA', '1xtgB_3j97M',
       '4n9wA_4nc9C', '2lepA_4hddA', '5lj3M_3tp2A', '5i2sA_5i2mA',
       '5ly6B_5aoeB', '4tsyD_3zwgN', '3m7pA_3ejhA', '1eboE_5fhcJ',
       '2jmrA_4j3oF', '2namA_1uxmK', '4qhhA_4qhfA', '1dzlA_5keqF',
       '4rmbB_4rmbA', '2pbkB_3njqA', '4xwsD_4y0mJ', '2h44A_1rkpA',
       '5wrgC_1wyyB', '1jfkA_2nxqB', '3kdsG_2ce7C', '3hdfA_3hdeA',
       '3ztjE_5hmgA', '1x0gD_1x0gA', '3l9qB_4rr2D', '1nrjB_2gedB',
       '4rwqB_4rwnA', '2p3vD_2p3vA', '4h2aA_3j9cA', '5hk5H_4jphB',
       '4zrbH_4zrbC', '2vfxL_3gmhL', '4gqcB_4gqcC'], dtype=object)
No description has been provided for this image