@> 2096 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 534 atoms and 1 coordinate set(s) were parsed in 0.02s.

Visualizations and results¶

Original Structure Visualization¶

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@> 2096 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 534 atoms and 1 coordinate set(s) were parsed in 0.02s.
2nxqB_TEMP
Blue:1jfkA
Red:2nxqB

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AlphaFold predictions¶

Best AF prediction to fold 1¶

@> 1052 atoms and 1 coordinate set(s) were parsed in 0.04s.
@> 2096 atoms and 1 coordinate set(s) were parsed in 0.07s.
@> 1052 atoms and 1 coordinate set(s) were parsed in 0.04s.
@> 2096 atoms and 1 coordinate set(s) were parsed in 0.07s.
1jfkA_TEMP
Blue:ShallowMsa_003_unrelaxed_rank_004_alphafold2_ptm_model_5_seed_000
Red:1jfkA

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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
0.88468
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
655 1jfkA_2nxqB ShallowMsa_020_0.pdb 0.41700 0.88468 020 0.429110 0.522370 10 0 1 0 1
555 1jfkA_2nxqB ShallowMsa_010_4.pdb 0.42396 0.88428 010 0.423549 0.816607 10 0 1 0 1
556 1jfkA_2nxqB ShallowMsa_010_6.pdb 0.43475 0.88384 010 0.423549 0.816607 10 0 1 0 1
548 1jfkA_2nxqB ShallowMsa_010_9.pdb 0.43209 0.88176 010 0.423549 0.816607 10 0 1 0 1
549 1jfkA_2nxqB ShallowMsa_010_8.pdb 0.42860 0.87625 010 0.423549 0.816607 10 0 1 0 1
... ... ... ... ... ... ... ... ... ... ... ... ...
461 1jfkA_2nxqB ShallowMsa_001_0.pdb 0.40320 0.40984 001 0.422628 0.473051 10 0 1 0 1
574 1jfkA_2nxqB ShallowMsa_012_7.pdb 0.39603 0.40961 012 0.407134 0.525957 10 0 1 0 1
478 1jfkA_2nxqB ShallowMsa_003_0.pdb 0.43981 0.40953 003 0.445700 0.496754 10 0 1 0 1
589 1jfkA_2nxqB ShallowMsa_014_9.pdb 0.39776 0.40762 014 0.412757 0.519259 10 0 1 0 1
515 1jfkA_2nxqB ShallowMsa_006_3.pdb 0.39493 0.38261 006 0.414319 0.502685 10 0 1 0 1

230 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
No description has been provided for this image