Structure conditioned hallucinated CDR sequences
<p><em><strong>Datasets accompanying publication https://doi.org/10.1101/2022.06.06.494991</strong></em> (Published in Frontiers in Immunology). Please refer to the final version of the manuscript on Frontiers.</p> <p><strong>RAbD dataset (Figure 2 in preprint/publication)</strong>: Structure conditioned hallucinated sequences for all 6 CDR loops of 60 antibodies (see publication above for more details) with wildtype seeding (runs_wtseed) and without wildtype seeding (runs_noseed). Full sequences are under runs_<>/<benchamark_name>/<cdr>/results/sequences.fasta.</p> <p><strong>DeepAb Testset (SI Table 1, SI Figure 4 in preprint/publication)</strong>: Structure conditioned hallucinated sequences for all 6 CDR loops of 20 antibodies selected from the DeepAb test set (see publication above for more details) with wildtype seeding (runs_wtseed) and without wildtype seeding (runs_noseed). Full sequences are under runs_<>/<benchamark_name>/<cdr>/results/sequences.fasta.</p> <p><strong>Trastuzumab hallucination in various modes described in the manuscript.</strong></p> <p>1. <strong>Unrestricted hallucination</strong>: In <strong>"unrestricted.tar"</strong>. Contains hallucination results in the folder "results". Forward folded structures and metrics in "forward_folding", results of virtual screening in "virtual_binding", results of filtering for both folding and virtual screening in "results_filtered_output", and the results from comparison of multiple folding methods (DeepAb and IgFold) in "results_folding_methods".</p> <p>2. <strong>Motif-restricted hallucination (positions 95, 100A on heavy chain)</strong>: In "<strong>res2pos_95and100A.tar"</strong>. Contains hallucination results in the folder "results". Forward folded structures and metrics in "forward_folding", results of virtual screening in "virtual_binding", results of filtering for both folding and virtual screening in "results_filtered_output", and the results from comparison of multiple folding methods (DeepAb and IgFold) in "results_folding_methods".</p> <p>3. <strong>Motif-restricted hallucination (positions 99, 100A on heavy chain)</strong>: In "<strong>res2pos_99and100A.tar</strong>". Contains hallucination results in the folder "results". Forward folded structures and metrics in "forward_folding", results of virtual screening in "virtual_binding", results of filtering for both folding and virtual screening in "results_filtered_output", and the results from comparison of multiple folding methods (DeepAb and IgFold) in "results_folding_methods".</p> <p>4. <strong>Motif-restricted hallucination (positions 95, 99, 100, 100A on heavy chain)</strong>: In "<strong>res4pos.tar</strong>". Contains hallucination results in the folder "results". Forward folded structures and metrics in "forward_folding", results of virtual screening in "virtual_binding", results of filtering for both folding and virtual screening in "results_filtered_output", and the results from comparison of multiple folding methods (DeepAb and IgFold) in "results_folding_methods".</p> <p>5. <strong>Motif-restricted (positions 99, 100A on heavy chain) and sequence-restricted (restricted to wildtype sequence) hallucination</strong>: In "<strong>res2pos_95and100A_and_sequence.tar</strong>". Contains hallucination results in the folder "results". Forward folded structures and metrics in "forward_folding", results of virtual screening in "virtual_binding", results of filtering for both folding and virtual screening in "results_filtered_output", and the results from comparison of multiple folding methods (DeepAb and IgFold) in "results_folding_methods".</p> <p>For reproducing data, refer to code and methods in the preprint/published version.</p>
ShareScore
40/100
Overall dataset sharing score
Score breakdown
These five areas show where the dataset supports — or may limit — practical reuse.
- Stewardship
- 8
- Harmonization
- 4
- Access
- 16
- Reuse readiness
- 8
- Engagement
- 4
Topics
Dataset details
- Repository
- zenodo
- Published
- September 13, 2022
- License
- cc-by-4.0
- DOI
- 10.5281/zenodo.7076477
Scored with release 0.9.0
ScienceDex for faculty
Your academic CV and NIH biosketch
Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.