Comprehensive Guide: How to Use Our Prediction Tool
Figure 1: Website homepage interface
Click search box or dropdown to display 30 species. Select target species and click Query to view predictions.
Figure 2: TF-nucleosome browser interface
Two prediction methods available:
Text input: Directly enter protein sequences in text box
File upload: Upload FASTA format sequence files
>Protein_001 MAHVSSETQDVSPKDEL... >Protein_002 MDEDEFELQPQEPNSFF...
Figure 3: Sequence input interface
Figure 4: File upload interface
Figure 5: Prediction results interface
| Metric | Interpretation |
|---|---|
| TF ID (Transcription Factor Identifier) |
Unique identifier of a transcription factor (e.g. ENSAMEP00000031528.1) |
| End Prob (End-binding Probability) |
Probability of the TF binding to nucleosomes via end-binding mode. Values approaching 1 indicate higher probability, while values approaching 0 indicate lower probability. |
| End Label (End-binding Prediction Label) |
Predicted label of End-binding mode by using a probability threshold of 0.5. Yes indicates the TF adopts end-binding mode, while No indicates the TF does not adopt end-binding mode. |
| Groove Prob (Groove-binding Probability) |
Probability of the TF binding to nucleosomes via groove-binding mode. Values approaching 1 indicate higher probability of binding to DNA major groove, while values approaching 0 indicate higher probability of binding to DNA minor groove. |
| Groove Label (Groove-binding Prediction Label) |
Predicted label of groove-binding mode by using a probability threshold of 0.5. Major indicates the TF binds to DNA major groove, while Minor indicates the TF binds to DNA minor groove. |
| Periodic Prob (Periodic-binding Probability) |
Probability of the TF binding to nucleosomes via periodic-binding mode. Values approaching 1 indicate higher probability, while values approaching 0 indicate lower probability. |
| Periodic Label (Periodic-binding Prediction Label) |
Predicted label of Periodic-binding mode by using a probability threshold of 0.5. Yes indicates the TF adopts periodic-binding mode, while No indicates the TF does not adopt periodic-binding mode. |
| Stability Prob (Nucleosome-Stability Regulation Probability) |
Probability of regulating nucleosome stability via TF binding. Values approaching 1 indicate higher probability of stabilizer, while values approaching 0 indicate higher probability of destabilizer. |
| Stability Label (Nucleosome-Stability Prediction Label) |
Predicted label by using a probability threshold of 0.5. Stabilizer indicates the TF binding increases the nucleosome stability, while destabilizer indicates the TF binding reduces the nucleosome stability. |
DNA end-binding properties
Major groove DNA binding
Periodic chromatin regulation
Nucleosome destabilizing activity