Abstract
Many human tumor-cells during carcinogenesis acquire expanding metastasis by heterogeneous-cell hypermutations. In humans, most hypermutations are induced by APOBEC3A enzymes (A3A). To reduce hypermutation levels, drug-like inhibitors are one of the searched A3A-targeted metastatic therapies. However, development of anti-A3A inhibitors have been limited because side-effect risks to other related human A3 enzymes (B to H and AID) with healthy functions, such as antiviral defenses and/or antibody diversification. To computationally predict large numbers of highly specific inhibitor candidates, the ssDNA-binding and dimer-interface of the human A3A have been targeted here by mimicking natural evolution as accelerated by co-evolutionary docking. After randomly generating tens of thousands of raw-children anti-A3A, hundreds of candidates were selected by their low toxicity, best-fitting and consensus affinities. For each A3A cavity, co-evolution 2-4 iterations were capable of predicting children within low nanomolar affinity ranges. Those anti-A3A candidates predicting significant cross-docking to A3B, A3C, A3D, A3F, A3G or AID, were eliminated. The final anti-A3A list of candidates may be tested for anti-hypermutation activities in cell culture or animal tumor models
Supplementary materials
Title
Graphycal Abstract
Description
GraphycalAbstract.pse. 3D structural view of the human APOBEC3A (A3A) dimer hypermutator (4xxo.pdb). Light-grey cartoon, carbon backbone of the human A3A dimer. Grey cartoon, merged of aligned 4xxo and ssDNA-bound monomer from 5sww. Black sticks, merged dAdTdCdGdGdG ssDNA oligomer from the aligned 5sww monomer. Black spheres, dC target for the dC-to-dU mutation Purple box, 20x20x20 Å gridbox surrounding the ssDNA-binding dC target for ADV-docking. Red spheres, top-child NN237 (derived from star8) docked to the A3A ssDNA-docking cavity. Green spheres, top-child NN227 (derived from star36) docked to the A3A dimer-interface. The file can be opened in PyMol.
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Title
home-designed 37star-molecules conformers by mmff94s+.sdf
Description
37star-mmff94s+.sdf. Chemical data from 4- and 3-arm star-like home-designed molecules of different molecular weights. The sdf file contains the 2D chemical structures designed after being minimized to 3D conformers by DW mmff94s+ force-field to preserve their 2D geometries during ADV docking. The *.sdf file can be opened on text editors and/or for 2D/3D molecular structures on MolSoft (https://www.molsoft.com/download.html) or DW (https://openmolecules.org/datawarrior/download.htm).
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Title
37star-mmff94s+.pse.
Description
37star-mmff94s+.pse. ADV blind-docked 37star-mmff94s+ to A3A 4xxo.pdb dimer. The file can be opened in PyMol.
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Title
A3 monomers 3Daligned in PyMol
Description
A3monomers3Daligned.pse. The A3 monomers A3A (4xxo and 5sww) , A3B (5cqd),A3C (3vm8), A3D (alphafold modeled from the q96ak3 Uniprot sequence with the 200 amino acid deletion), A3F (5hx5),A3G (3v4k),A3H (6b0b) and AID (5w0z) were extracted and aligned on PyMol (Table S2). ADV docking employed 20x20x20 Å gridboxes surrounding the dC target (grey cube) from merged A3A, A3B,A3C,A3D, A3F,A3G,A3H and AID (different colours each). Grey cartoons, A3A (4xxo monomer backbone).Yellow spheres, consensus top-children 735NN blind-docked to the 4xxo ssDNA-docking cavity. Black sticks, dAdTdCdGdGdG ssDNA oligomer merged from 3D aligned 5sww. To note that despite their different amino acid sequences (Figure S1), most of the aligned 3D structures of the human A3 family differed only by <0.8 Å (except 1.3 Å for A3H). The file can be opened in PyMol
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Title
A3 dimers 3Daligned in PyMol
Description
A3dimers3Daligned.pse. The A3 dimers A3A (4xxo and 5sww) , A3B (5cqd aligned monomer-to-monomer with A3A dimer), A3C (3vm8), A3D (alphafold modeled from the q96ak3 Uniprot sequence with the 200 amino acid deletion), A3F (5hx5),A3G (3v4k),A3H (6b0b) and AID (5w0z) were extracted and aligned on PyMol (Table S2). ADV docking employed 20x20x20 Å gridboxes surrounding the dimer-interface (white lines of grey cube) from merged A3A, A3B,A3C,A3D, A3F,A3G,A3H and AID (different colours each). Grey cartoons, A3A (4xxo dimer backbone).Red spheres, consensus top-children 227NN blind-docked to the 4xxo dimer-interface. The file can be opened in PyMol
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Title
A3Amonomer+ ADV docked top-children 216+735+1219
Description
A3Amonomer+216+735+1219.pse. Selected top-children predicting ADV high-affinity for the A3A monomer 4xxo.pdb docked to ssDNA and ADV lower affinites for the rest of human A3 enzymes. Amino acids and deoxyribonucleotides nearby 4 Å were also computed by home-made PyMol/python scripts. The file can be opened in PyMol
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Title
A3Adimer+ADV docked top children 115+1317+2904
Description
A3Adimer+115+1317+2904.pse. Selected top-children predicting ADV high-affinity for the A3A dimer-interface and ADV lower affinites for the rest of human A3 enzymes. Amino acids nearby 4 Å to either chain of the dimer were also computed by home-made PyMol/python scripts The file can be opened in PyMol
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Title
Video on how the A3A amino acids nearby ADV docked top-children were identified
Description
pdbqtToAa.mp4. A video showing how to write a txt file having all the amino acids nearby docked pdbqt ligands after PyRx-ADV docking. The file last ~4 min and can be open in any video program
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