Methodological approach: Perform triple validation using:
Critical parameters: Include fixation consistency (e.g., paraformaldehyde vs. methanol) and antigen retrieval optimization for formalin-fixed tissues .
Key considerations:
Sample preparation: Use fresh-frozen tissues over FFPE for optimal protein integrity .
Post-translational modifications: Include phosphatase/protease inhibitors to preserve TPD1 phosphorylation states .
Normalization: Use housekeeping proteins validated in your tissue type (e.g., β-III-tubulin for neural samples) .
Troubleshooting: If bands appear nonspecific, test alternative blocking buffers (e.g., 5% BSA vs. non-fat milk) .
Engineering strategies:
Fc domain modulation: Use IgG4 isotype or LALA mutations to minimize FcγR-mediated microglial activation .
Humanization: Graft murine CDRs onto human frameworks (e.g., VH3-23/VK1-39) to reduce immunogenicity while retaining affinity .
Bispecific formats: Fuse TPD1-binding scFv with CD3ε-targeting domains for T-cell recruitment (2:1 format preferred to avoid cytokine storms) .
Pipeline:
Preprocessing: Use MaxQuant for label-free quantification with FDR <1% .
Network analysis: Visualize via STRING-DB or Cytoscape, focusing on neural development clusters (e.g., Notch signaling) .
Functional enrichment: Apply DAVID or Enrichr to identify pathways (e.g., axon guidance, synaptic pruning) .
Resolution workflow: