Emap2lig-Build

Job ID: 99c107e4e26c94e01ff37408c07891de
Likes
πŸ‘Why like this job? If this result impressed you, liking it helps us identify standout modeling examples and showcase what our tools can achieve for the research community.

Emap2Lig-Build is the second stage of the Emap2Lig framework that takes ligands and uses a diffusion model to generate 3D atomic structures within the detected blob areas. Each blob represents a candidate ligand-binding site, and each conformer is a predicted 3D placement of the input ligand within that blob. Intersection over Union(IoU) is the ratio of the overlap area to the union area between the ground truth ligand and the predicted ligand density. The starred structure is the one with the highest IoU score within the blob. If you have any questions about the results, feel free to email Daisuke Kihara (dkihara@purdue.edu) or Shu Li (li3916@purdue.edu) or Anika Jain (anikajain33@gmail.com).

16 blobs, 33 conformers
Results
Transparency
Input Map 30%
Blobs 80%
Input Map
Blob 1 2 lig.
CCD HEM Γ—1
1 0.465
consistency_iou: 0.465
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NAG Γ—1
1 0.789
consistency_iou: 0.789
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 2 1 lig.
CCD NAG Γ—1
1 0.570
consistency_iou: 0.570
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 3 1 lig.
CCD NAG Γ—1
1 0.791
consistency_iou: 0.791
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 4 2 lig.
CCD HEM Γ—1
1 0.477
consistency_iou: 0.477
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NAG Γ—1
1 0.791
consistency_iou: 0.791
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 5 1 lig.
CCD NAG Γ—1
1 0.715
consistency_iou: 0.715
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 6 1 lig.
CCD NAG Γ—1
1 0.746
consistency_iou: 0.746
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 7 1 lig.
CCD NAG Γ—1
1 0.766
consistency_iou: 0.766
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 8 4 lig.
CCD FAD Γ—1
1 0.401
consistency_iou: 0.401
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.476
consistency_iou: 0.476
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NAG Γ—1
1 0.742
consistency_iou: 0.742
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.325
consistency_iou: 0.325
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 9 1 lig.
CCD NAG Γ—1
1 0.710
consistency_iou: 0.710
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 11 1 lig.
CCD FAD Γ—1
1 0.361
consistency_iou: 0.361
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 12 3 lig.
CCD FAD Γ—1
1 0.749
consistency_iou: 0.749
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.832
consistency_iou: 0.832
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.659
consistency_iou: 0.659
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 13 3 lig.
CCD FAD Γ—1
1 0.729
consistency_iou: 0.729
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.790
consistency_iou: 0.790
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.686
consistency_iou: 0.686
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 14 3 lig.
CCD FAD Γ—1
1 0.598
consistency_iou: 0.598
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.170
consistency_iou: 0.170
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.425
consistency_iou: 0.425
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 15 3 lig.
CCD FAD Γ—1
1 0.542
consistency_iou: 0.542
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.032
consistency_iou: 0.032
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.362
consistency_iou: 0.362
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 16 3 lig.
CCD FAD Γ—1
1 0.650
consistency_iou: 0.650
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.380
consistency_iou: 0.380
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.770
consistency_iou: 0.770
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Blob 17 3 lig.
CCD FAD Γ—1
1 0.686
consistency_iou: 0.686
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD HEM Γ—1
1 0.492
consistency_iou: 0.492
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).

CCD NDP Γ—1
1 0.744
consistency_iou: 0.744
Intersection Over Union(IoU) between the ground truth ligand and the predicted ligand density (0–1).
Click the eye icon to visualize a conformer.
Loading…
Click the eye icon on any conformer to visualize it here.