@> 1705 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1679 atoms and 1 coordinate set(s) were parsed in 0.06s.
Visualizations and results¶
Original Structure Visualization¶
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@> 1705 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1679 atoms and 1 coordinate set(s) were parsed in 0.06s.
4dxtA_TEMP Blue:4dxrA Red:4dxtA
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AlphaFold predictions¶
Best AF prediction to fold 1¶
@> 1553 atoms and 1 coordinate set(s) were parsed in 0.05s.
@> 1705 atoms and 1 coordinate set(s) were parsed in 0.06s.
Blue:ShallowMsa_047_unrelaxed_rank_001_alphafold2_ptm_model_4_seed_000 Red:4dxrA
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Best AF prediction to fold 2¶
@> 1553 atoms and 1 coordinate set(s) were parsed in 0.05s.
@> 1679 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1553 atoms and 1 coordinate set(s) were parsed in 0.05s.
@> 1679 atoms and 1 coordinate set(s) were parsed in 0.06s.
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¶
@> 1705 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1551 atoms and 1 coordinate set(s) were parsed in 0.05s.
@> 1705 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1551 atoms and 1 coordinate set(s) were parsed in 0.05s.
reference and target coordinate arrays must have same number of atoms An invalid selection string is encountered: 'resnum ' ^ must be followed by values
Best EsmFold prediction to fold 2¶
@> 1679 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1553 atoms and 1 coordinate set(s) were parsed in 0.05s.
@> 1679 atoms and 1 coordinate set(s) were parsed in 0.06s.
@> 1553 atoms and 1 coordinate set(s) were parsed in 0.05s.
reference and target coordinate arrays must have same number of atoms 0.83227 An invalid selection string is encountered: 'resnum ' ^ must be followed by values
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 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
17239 | 4dxrA_4dxtA | ShallowMsa_001_8.pdb | 0.85276 | 0.83227 | 001 | 0.767685 | 0.775469 | 10 | 0 | 1 | 0 | 1 |
17309 | 4dxrA_4dxtA | ShallowMsa_008_4.pdb | 0.85276 | 0.83227 | 008 | 0.741323 | 0.742906 | 10 | 0 | 1 | 0 | 1 |
17244 | 4dxrA_4dxtA | ShallowMsa_002_1.pdb | 0.85276 | 0.83227 | 002 | 0.742459 | 0.748896 | 10 | 0 | 1 | 0 | 1 |
17398 | 4dxrA_4dxtA | ShallowMsa_017_1.pdb | 0.85276 | 0.83227 | 017 | 0.771490 | 0.772246 | 10 | 0 | 1 | 0 | 1 |
17314 | 4dxrA_4dxtA | ShallowMsa_009_3.pdb | 0.81441 | 0.83202 | 009 | 0.762285 | 0.767344 | 10 | 0 | 1 | 0 | 1 |
... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
17395 | 4dxrA_4dxtA | ShallowMsa_017_5.pdb | 0.70097 | 0.70923 | 017 | 0.771490 | 0.772246 | 10 | 0 | 1 | 0 | 1 |
17400 | 4dxrA_4dxtA | ShallowMsa_017_2.pdb | 0.69627 | 0.70205 | 017 | 0.771490 | 0.772246 | 10 | 0 | 1 | 0 | 1 |
17245 | 4dxrA_4dxtA | ShallowMsa_002_5.pdb | 0.63581 | 0.63571 | 002 | 0.742459 | 0.748896 | 10 | 0 | 1 | 0 | 1 |
17247 | 4dxrA_4dxtA | ShallowMsa_002_6.pdb | 0.61864 | 0.63031 | 002 | 0.742459 | 0.748896 | 10 | 0 | 1 | 0 | 1 |
17241 | 4dxrA_4dxtA | ShallowMsa_002_3.pdb | 0.63014 | 0.62915 | 002 | 0.742459 | 0.748896 | 10 | 0 | 1 | 0 | 1 |
140 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)