@> 7118 atoms and 1 coordinate set(s) were parsed in 0.27s.

@> 7821 atoms and 1 coordinate set(s) were parsed in 0.28s.

Visualizations and results

Original Structure Visualization

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@> 7118 atoms and 1 coordinate set(s) were parsed in 0.24s.

@> 7821 atoms and 1 coordinate set(s) were parsed in 0.26s.

2a73B_TEMP

Blue:3l5nB
Red:2a73B

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AlphaFold predictions

Best AF prediction to fold 1

@> 7117 atoms and 1 coordinate set(s) were parsed in 0.24s.

@> 7118 atoms and 1 coordinate set(s) were parsed in 0.24s.

Blue:ShallowMsa_006_unrelaxed_rank_002_alphafold2_ptm_model_4_seed_000
Red:3l5nB

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Best AF prediction to fold 2

@> 7117 atoms and 1 coordinate set(s) were parsed in 0.24s.

@> 7821 atoms and 1 coordinate set(s) were parsed in 0.29s.

@> 7117 atoms and 1 coordinate set(s) were parsed in 0.24s.

@> 7821 atoms and 1 coordinate set(s) were parsed in 0.34s.

2a73B_TEMP

Blue:ShallowMsa_005_unrelaxed_rank_004_alphafold2_ptm_model_2_seed_000
Red:2a73B

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EsmFold Prediction

	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

@> 7821 atoms and 1 coordinate set(s) were parsed in 0.27s.

@> 6920 atoms and 1 coordinate set(s) were parsed in 0.24s.

reference and target coordinate arrays must have same number of atoms
0.75866

@> 7821 atoms and 1 coordinate set(s) were parsed in 0.26s.

@> 6920 atoms and 1 coordinate set(s) were parsed in 0.23s.

ShallowMsa_040_4_TEMP

Blue:2a73B
Red:ShallowMsa_040_4

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	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
13651	3l5nB_2a73B	ShallowMsa_040_4.pdb	0.33507	0.75866	040	0.365014	0.677508	10	0	1	0	1
13673	3l5nB_2a73B	ShallowMsa_042_3.pdb	0.37313	0.73315	042	0.387725	0.674512	10	0	1	0	1
13574	3l5nB_2a73B	ShallowMsa_032_2.pdb	0.37440	0.73199	032	0.384659	0.692990	10	0	1	0	1
13623	3l5nB_2a73B	ShallowMsa_037_1.pdb	0.36735	0.72322	037	0.374114	0.617405	10	0	1	0	1
13575	3l5nB_2a73B	ShallowMsa_032_3.pdb	0.38405	0.72035	032	0.384659	0.692990	10	0	1	0	1
...	...	...	...	...	...	...	...	...	...	...	...	...
13558	3l5nB_2a73B	ShallowMsa_031_9.pdb	0.28753	0.43488	031	0.329115	0.548075	10	0	1	0	1
13624	3l5nB_2a73B	ShallowMsa_037_5.pdb	0.31913	0.42608	037	0.374114	0.617405	10	0	1	0	1
13562	3l5nB_2a73B	ShallowMsa_031_6.pdb	0.31296	0.42286	031	0.329115	0.548075	10	0	1	0	1
13686	3l5nB_2a73B	ShallowMsa_043_8.pdb	0.29777	0.42258	043	0.312549	0.538982	10	0	1	0	1
13636	3l5nB_2a73B	ShallowMsa_038_9.pdb	0.29992	0.39771	038	0.379000	0.604916	10	0	1	0	1

470 rows × 12 columns

Contact maps Msa Transformers

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)