Use Cases

How researchers can use V-LiSEMOD

V-LiSEMOD supports several entry points into viral structure-guided discovery, from target-centric browsing to ligand-first review and degrader-oriented structural triage. Researchers can use the platform to move from a viral target, ligand, or structural question toward clearer evidence, interpretable design logic, and review-ready outputs.

Infographic showing how researchers can use V-LiSEMOD across antiviral target exploration, ligand review, solvent-exposed atom discovery, ligand comparison, PROTACability screening, PyMOL sessions, and teaching workflows.
V-LiSEMOD supports multiple research entry points, from target browsing to ligand comparison, PROTACability triage, PyMOL exports, and teaching-ready visual workflows.
Research workflows

Common ways to work with the platform

These use cases help turn structural data into clearer design discussions, comparison exercises, and review-ready outputs.

Antiviral target exploration

Browse viral protein targets and inspect which co-crystal ligands are already available for structure-guided follow-up.

Viral ligand structure review

Examine binding context, ligand identity, residue environment, and structure-specific evidence before drawing design conclusions.

Warhead and linkability triage

Review whether a known viral ligand presents chemically interpretable, solvent-facing positions that may merit linker-attachment discussion.

Solvent-exposed atom discovery

Use solvent accessibility and atom-level annotation to separate buried binding atoms from more permissive attachment-vector candidates.

PROTACability screening

Use the structural evidence layers as a hypothesis-generating triage system rather than a validated degradation predictor.

Ligand comparison across PDB structures

Compare how related ligands behave in different binding contexts and inspect interaction burden across structures.

PyMOL session generation

Create visual review packages for team discussion, figure preparation, or medicinal chemistry handoff.

Teaching and demo workflows

Show students or collaborators how structural data informs ligand optimization, solvent exposure reasoning, and careful degrader design triage.

Practical V-LiSEMOD research workflow showing browsing targets, inspecting ligands, mapping exposure, comparing evidence, running PROTACability triage, and generating outputs.
A practical research path can move from target browsing and ligand inspection to solvent-exposure mapping, comparison, PROTACability triage, and discussion-ready exports.
Start points

Choose the workflow that matches your question

V-LiSEMOD is flexible. Start with the tool that matches the question you are trying to answer.

Workflow chooser infographic showing four main V-LiSEMOD starting points: Structure Explorer, Protein Query, Ligand Comparison, and PROTACability.
Use the workflow chooser to decide whether to start with broad exploration, target review, ligand comparison, or degrader-oriented structural triage.
Outputs

What researchers can produce with V-LiSEMOD

Curated structure review

Organize target, ligand, and residue evidence into a more structured review process.

Ligand comparison summaries

Contrast interaction patterns, context dependence, and structure-specific behavior across related ligands.

PyMOL-ready exports

Generate visual review assets that can be shared with collaborators, students, or medicinal chemistry teams.

Design discussion support

Use structure-backed cues to frame follow-up questions around exposure, linkerability, and target-side context.

Teaching-ready visuals

Support demos and learning workflows that show how structural evidence guides chemical reasoning.

Better research navigation

Help users choose the right entry point before they spend time on a deeper structural or design workflow.

Next step

Start with the workflow that best fits your question

V-LiSEMOD works best as an interpretable, structure-guided workspace. Start with the entry point that best matches your current question, then use the outputs to support follow-up discussion, comparison, and design thinking.