MAKA-Mmap——Prediction of Protein Real-Valued distance

Please upload a .pkl file containing the required protein residue features in the correct format.
Drop the .pkl file here or click to upload
Only one .pkl file is allowed. Please upload the required residue feature file.
Submit

Output:

Here you can visualize the .npy file, as well as download both the .npy file and its corresponding heatmap image.
Distance Map
Download npy Download heatmap

Pre-loaded examples (click on the example to download it):

Typical Cases (Test Examples)
Case I: pkl for T1025 Case II: pkl for T1029 Case III: pkl for T1030 Case IV: pkl for T1033

Presentations

MAKA-Mmap provides an online tool for real-valued distance prediction between protein residues. Users can upload pre-extracted feature files in .pkl format for inference and visualization. The following notes may be helpful:

· MAKA-Mmap only accepts .pkl files containing protein residue features in a predefined format. Please ensure that the file meets the required structure before uploading. Only one file can be uploaded at a time.

· After submission, the system will return a .npy file containing the predicted real-valued distance map, along with a visualized heatmap for easier interpretation.

· Prediction time may vary depending on the sequence length and complexity of the input.

· You may click on pre-loaded examples to quickly test the prediction functionality without uploading your own file.

· If you encounter any issues or have questions, feel free to contact us via the email provided in the top-right corner.

· The figure below illustrates the conceptual design and output of the MAKA-Mmap framework.

Image